LLM Advent Calendar 2023

38 participant

135 subscriber

392 likes

Category：Service & Application

Creator：

大規模言語モデルに関連する技術について投稿するアドベントカレンダーです。事前学習、ファインチューニング、データセット作成、プロンプト関連、RAG、サービス適用の話、AITuber、論文紹介、Kaggle LLMコンペ解法など何でもOKです！（noteやZennなどの他媒体からも投稿可能です）

How to join the calendar

You can join the calendar by selecting an available date and registering the URL of the article you wish to link to. If a slot is available, you can go back to a past date to join!

Series 1

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
26	27	28	29	30	@kunishou 48個の LLM を用いた Instruction データセットの品質スコアリング Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@toshi_456 日本語LLMでLLaVAの学習を行ってみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@nqdior クローズドネットワーク上でのRAG採用型LLM構築と、AOAI比較検証 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@_mkazutaka GPT-4 Turboにドキュメントのチャンク分けを任せてみる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kunishou ローカル LLM を用いた Instruction データセットの Data Augmentation と Evol-Instruct Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ry0_kaga 「OpenCopilot」入門 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@os1ma GPT-4 にゲームのステージを生成させてみた―AIからの挑戦状 powered by GPT-4 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@nassy20 自動開発ツール、GPT Engineer の入門記3。生成ルールを自分色に染める。 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@h-k-nyosu Whisperとgpt-3.5-turboで、話した内容を英語に翻訳してくれるChrome拡張機能を作りました！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@lemilemio GPT4-Vision-APIのあれこれ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@HelloRusk 日本語LLMをまとめるという営み Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@bigriver_tiger 論文紹介『ChatGPT1周年：オープンソースLLMはChatGPTにどのくらい追いついているか？』 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@selllous 大規模言語モデルを自作しよう！(Transformers+DeepSpeed+torch.compile+flash_attn2） Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka Swallowは『雪国』の冒頭をどうトークナイズするのか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hotchpotch Q&A + RAG に特化したLLMをSFTで学習させ4bit量子化モデルを作り、GPT3.5以上の性能を7Bモデルで達成する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yamayam RAG 周りの工夫の仕方について考える Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@fuyu_quant 敵対的プロンプト技術まとめ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ryohei_maruyama Microsoft Copilot Studioでサイト案内チャットボットを作ってみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@mah_lab エージェント型AIシステム構築の7つの原則： OpenAI『Practices for Governing Agentic AI』を読み解く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yamazombie SIerがGoogle史上最強のAI「Gemini」を解説してみる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@gagagaga_dev 水平思考クイズ×LLM Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@seya LLMアプリケーションの評価メトリクス策定のために考えたこと・やったこと Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ayousanz LLMでrinna/nekomata-14bをGGUFに変換してGPUで動かす Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@sald_ra LLMをローカル環境で動かすことは貴族の遊びなのか？ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kunishou 無料 GPT-4 アプリを活用した Instruction データセット作成の取り組み Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27	28	29	30

@kunishou
48個の LLM を用いた Instruction データセットの品質スコアリング
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@toshi_456
日本語LLMでLLaVAの学習を行ってみた
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@nqdior
クローズドネットワーク上でのRAG採用型LLM構築と、AOAI比較検証
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@_mkazutaka
GPT-4 Turboにドキュメントのチャンク分けを任せてみる
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@kunishou
ローカル LLM を用いた Instruction データセットの Data Augmentation と Evol-Instruct
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@ry0_kaga
「OpenCopilot」入門
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@os1ma
GPT-4 にゲームのステージを生成させてみた―AIからの挑戦状 powered by GPT-4
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@nassy20
自動開発ツール、GPT Engineer の入門記3。生成ルールを自分色に染める。
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@h-k-nyosu
Whisperとgpt-3.5-turboで、話した内容を英語に翻訳してくれるChrome拡張機能を作りました！
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@lemilemio
GPT4-Vision-APIのあれこれ
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@HelloRusk
日本語LLMをまとめるという営み
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@bigriver_tiger
論文紹介『ChatGPT1周年：オープンソースLLMはChatGPTにどのくらい追いついているか？』
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@selllous
大規模言語モデルを自作しよう！(Transformers+DeepSpeed+torch.compile+flash_attn2）
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@KoichiYasuoka
Swallowは『雪国』の冒頭をどうトークナイズするのか
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@hotchpotch
Q&A + RAG に特化したLLMをSFTで学習させ4bit量子化モデルを作り、GPT3.5以上の性能を7Bモデルで達成する
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@yamayam
RAG 周りの工夫の仕方について考える
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@fuyu_quant
敵対的プロンプト技術まとめ
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@ryohei_maruyama
Microsoft Copilot Studioでサイト案内チャットボットを作ってみた
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@mah_lab
エージェント型AIシステム構築の7つの原則： OpenAI『Practices for Governing Agentic AI』を読み解く
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@yamazombie
SIerがGoogle史上最強のAI「Gemini」を解説してみる
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@gagagaga_dev
水平思考クイズ×LLM
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@seya
LLMアプリケーションの評価メトリクス策定のために考えたこと・やったこと
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@ayousanz
LLMでrinna/nekomata-14bをGGUFに変換してGPUで動かす
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@sald_ra
LLMをローカル環境で動かすことは貴族の遊びなのか？
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@kunishou
無料 GPT-4 アプリを活用した Instruction データセット作成の取り組み
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Series 2

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
26	27	28	29	30	@ZUMA_Lab OpenAIのPrompt Engineering Guideでより良い結果を得るプロンプトエンジニアリングを学ぶ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Maki-HamarukiLab 01-ai/Yi-6B-ChatをGoogle Colabで動かしてみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@KoichiYasuoka transformers向け系列ラベリングクラスLlamaForTokenClassificationを書いてみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka 富岳のPyTorch-1.7.0でtransformersを動かすには Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@nassy20 自動開発ツール、GPT Engineer の入門記1。動かす、ドキュメント・主要コードを読む。 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@nassy20 自動開発ツール、GPT Engineer の入門記2。内部で使われているプロンプトを読む。 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@relu Gemini Proを使ってみる【無料版GPT-4】 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka Swallow-70b-instruct-hfはパソコンのキーボードを知っているのか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@matsu_vr GPT2のモデルをQLoRAでファインチューニングするときのメモ（LINE1.7b・llm-jp1.3b想定 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Katsumata420 ローカルな LLM を利用して日本語要約を行い、GPT で自動評価してみた話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka 富岳のPyTorch-1.7.0でJGLUEのJCommonSenseQAを動かすには Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@iss-f llama2のアーキテクチャを変更してpre trainingしてみる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@munaita_ GPT-4とALBERTの回帰予測器：繰り返し生成で回帰予測の結果を向上させるか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@takaaki_inada GPT-4Vを使ってゲーム実況させる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka Swallow-7b-instruct-hfはパソコンのキーボードを知っているのか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kapio_ 【ChatGPT × SceneXplain】画像を上げるだけでバトル！AI大乱闘バトルシミュレーターを作成した！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@nszknao プロジェクトのナレッジに特化したChatbotを作った話 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kunishou LLM における強化学習と Direct Preference Optimization による安全性能への影響評価 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@iss-f Mixture of expertsの簡単な実装をしてみる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@wayama_ryousuke ELYZA-tasks-100 でLLM14個の日本語性能を横断評価してみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@iss-f MixtralSparseMoeを読む Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka SwallowのLlamaTokenizerFastに常用漢字「𠮟」「塡」「剝」「頰」を追加するには Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hitokun-s 家光の墓 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@ryooo321 生成AIはソフトウェアの産業革命になるのか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka SwallowのLlamaForCausalLMに常用漢字を追加するには Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27	28	29	30

@ZUMA_Lab
OpenAIのPrompt Engineering Guideでより良い結果を得るプロンプトエンジニアリングを学ぶ
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@Maki-HamarukiLab
01-ai/Yi-6B-ChatをGoogle Colabで動かしてみた
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@KoichiYasuoka
transformers向け系列ラベリングクラスLlamaForTokenClassificationを書いてみた
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@KoichiYasuoka
富岳のPyTorch-1.7.0でtransformersを動かすには
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@nassy20
自動開発ツール、GPT Engineer の入門記1。動かす、ドキュメント・主要コードを読む。
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@nassy20
自動開発ツール、GPT Engineer の入門記2。内部で使われているプロンプトを読む。
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@relu
Gemini Proを使ってみる【無料版GPT-4】
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@KoichiYasuoka
Swallow-70b-instruct-hfはパソコンのキーボードを知っているのか
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@matsu_vr
GPT2のモデルをQLoRAでファインチューニングするときのメモ（LINE1.7b・llm-jp1.3b想定
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@Katsumata420
ローカルな LLM を利用して日本語要約を行い、GPT で自動評価してみた話
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@KoichiYasuoka
富岳のPyTorch-1.7.0でJGLUEのJCommonSenseQAを動かすには
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@iss-f
llama2のアーキテクチャを変更してpre trainingしてみる
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@munaita_
GPT-4とALBERTの回帰予測器：繰り返し生成で回帰予測の結果を向上させるか
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@takaaki_inada
GPT-4Vを使ってゲーム実況させる
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@KoichiYasuoka
Swallow-7b-instruct-hfはパソコンのキーボードを知っているのか
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@kapio_
【ChatGPT × SceneXplain】画像を上げるだけでバトル！AI大乱闘バトルシミュレーターを作成した！
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@nszknao
プロジェクトのナレッジに特化したChatbotを作った話
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@kunishou
LLM における強化学習と Direct Preference Optimization による安全性能への影響評価
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@iss-f
Mixture of expertsの簡単な実装をしてみる
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@wayama_ryousuke
ELYZA-tasks-100 でLLM14個の日本語性能を横断評価してみた
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@iss-f
MixtralSparseMoeを読む
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@KoichiYasuoka
SwallowのLlamaTokenizerFastに常用漢字「𠮟」「塡」「剝」「頰」を追加するには
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@hitokun-s
家光の墓
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@ryooo321
生成AIはソフトウェアの産業革命になるのか
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@KoichiYasuoka
SwallowのLlamaForCausalLMに常用漢字を追加するには
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Series 3

Sunday	Monday	Tuesday	Wednesday	Thursday	Friday	Saturday
26	27	28	29	30	@Yh_Taguchi 生成AI時代のプログラミング科目の試験問題の試み Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 2 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
Join calendar on 3 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 4 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 5 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 6 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 7 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 8 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 9 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
Join calendar on 10 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 11 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 12 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@wayama_ryousuke Mixtral 8x7B を llama.cpp で試してみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka ja-ginza-bert-large (β版)で日本語係り受け解析 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 15 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 16 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
Join calendar on 17 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 18 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	Join calendar on 19 day You can also reserve a slot without registering a title or URL. Title URL Articles to be submitted are welcome on any website as well as on Qiita. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka 富岳のHorovod with PyTorch-1.7.0でJGLUEのJCommonSenseQAを動かすには Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Umeco_co 【初心者向け】１時間で自分だけのAIチャットアプリを作ろう！〜基礎編〜 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka 富岳のPyTorch-1.13.0でSwallow-7b-instruct-hfをムリヤリ動かすには Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka SwallowのLlamaForCausalLMにおける追加トークンの単語ベクトルはどうすべきか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@Umeco_co 【初心者向け】１時間で自分だけのAIチャットアプリを作ろう！〜ローカルLLM編〜 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@Umeco_co 【初心者向け】１時間で自分だけのAIチャットアプリを作ろう！〜クラウドデプロイ編〜 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27	28	29	30

@Yh_Taguchi
生成AI時代のプログラミング科目の試験問題の試み
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@wayama_ryousuke
Mixtral 8x7B を llama.cpp で試してみた
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@KoichiYasuoka
ja-ginza-bert-large (β版)で日本語係り受け解析
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@KoichiYasuoka
富岳のHorovod with PyTorch-1.7.0でJGLUEのJCommonSenseQAを動かすには
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@Umeco_co
【初心者向け】１時間で自分だけのAIチャットアプリを作ろう！〜基礎編〜
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@KoichiYasuoka
富岳のPyTorch-1.13.0でSwallow-7b-instruct-hfをムリヤリ動かすには
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@KoichiYasuoka
SwallowのLlamaForCausalLMにおける追加トークンの単語ベクトルはどうすべきか
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@Umeco_co
【初心者向け】１時間で自分だけのAIチャットアプリを作ろう！〜ローカルLLM編〜
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@Umeco_co
【初心者向け】１時間で自分だけのAIチャットアプリを作ろう！〜クラウドデプロイ編〜
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26	27	28	29	30	@kunishou 48個の LLM を用いた Instruction データセットの品質スコアリング Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@toshi_456 日本語LLMでLLaVAの学習を行ってみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@nqdior クローズドネットワーク上でのRAG採用型LLM構築と、AOAI比較検証 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@_mkazutaka GPT-4 Turboにドキュメントのチャンク分けを任せてみる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kunishou ローカル LLM を用いた Instruction データセットの Data Augmentation と Evol-Instruct Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ry0_kaga 「OpenCopilot」入門 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@os1ma GPT-4 にゲームのステージを生成させてみた―AIからの挑戦状 powered by GPT-4 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@nassy20 自動開発ツール、GPT Engineer の入門記3。生成ルールを自分色に染める。 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@h-k-nyosu Whisperとgpt-3.5-turboで、話した内容を英語に翻訳してくれるChrome拡張機能を作りました！ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@lemilemio GPT4-Vision-APIのあれこれ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@HelloRusk 日本語LLMをまとめるという営み Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@bigriver_tiger 論文紹介『ChatGPT1周年：オープンソースLLMはChatGPTにどのくらい追いついているか？』 Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@selllous 大規模言語モデルを自作しよう！(Transformers+DeepSpeed+torch.compile+flash_attn2） Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@KoichiYasuoka Swallowは『雪国』の冒頭をどうトークナイズするのか Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@hotchpotch Q&A + RAG に特化したLLMをSFTで学習させ4bit量子化モデルを作り、GPT3.5以上の性能を7Bモデルで達成する Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yamayam RAG 周りの工夫の仕方について考える Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@fuyu_quant 敵対的プロンプト技術まとめ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ryohei_maruyama Microsoft Copilot Studioでサイト案内チャットボットを作ってみた Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@mah_lab エージェント型AIシステム構築の7つの原則： OpenAI『Practices for Governing Agentic AI』を読み解く Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@yamazombie SIerがGoogle史上最強のAI「Gemini」を解説してみる Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@gagagaga_dev 水平思考クイズ×LLM Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@seya LLMアプリケーションの評価メトリクス策定のために考えたこと・やったこと Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@ayousanz LLMでrinna/nekomata-14bをGGUFに変換してGPUで動かす Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use
@sald_ra LLMをローカル環境で動かすことは貴族の遊びなのか？ Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	@kunishou 無料 GPT-4 アプリを活用した Instruction データセット作成の取り組み Overwrite Title URL You can post either your article on Qiita or your blog post. About reserved posting If you register a secret article by the day before the same day, it will be automatically published around 7:00 on the same day. About posting period Only articles submitted after November 1 of the year can be registered. (Secret articles can be registered anytime articles are posted.) When you participate, we will assume that you have agreed to the terms of use	26	27	28	29	30

@kunishou
48個の LLM を用いた Instruction データセットの品質スコアリング
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@toshi_456
日本語LLMでLLaVAの学習を行ってみた
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@nqdior
クローズドネットワーク上でのRAG採用型LLM構築と、AOAI比較検証
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@_mkazutaka
GPT-4 Turboにドキュメントのチャンク分けを任せてみる
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@kunishou
ローカル LLM を用いた Instruction データセットの Data Augmentation と Evol-Instruct
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@ry0_kaga
「OpenCopilot」入門
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@os1ma
GPT-4 にゲームのステージを生成させてみた―AIからの挑戦状 powered by GPT-4
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@nassy20
自動開発ツール、GPT Engineer の入門記3。生成ルールを自分色に染める。
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@h-k-nyosu
Whisperとgpt-3.5-turboで、話した内容を英語に翻訳してくれるChrome拡張機能を作りました！
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@lemilemio
GPT4-Vision-APIのあれこれ
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@HelloRusk
日本語LLMをまとめるという営み
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@bigriver_tiger
論文紹介『ChatGPT1周年：オープンソースLLMはChatGPTにどのくらい追いついているか？』
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@selllous
大規模言語モデルを自作しよう！(Transformers+DeepSpeed+torch.compile+flash_attn2）
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@KoichiYasuoka
Swallowは『雪国』の冒頭をどうトークナイズするのか
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@hotchpotch
Q&A + RAG に特化したLLMをSFTで学習させ4bit量子化モデルを作り、GPT3.5以上の性能を7Bモデルで達成する
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@yamayam
RAG 周りの工夫の仕方について考える
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@fuyu_quant
敵対的プロンプト技術まとめ
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@ryohei_maruyama
Microsoft Copilot Studioでサイト案内チャットボットを作ってみた
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@mah_lab
エージェント型AIシステム構築の7つの原則： OpenAI『Practices for Governing Agentic AI』を読み解く
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@yamazombie
SIerがGoogle史上最強のAI「Gemini」を解説してみる
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@gagagaga_dev
水平思考クイズ×LLM
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@seya
LLMアプリケーションの評価メトリクス策定のために考えたこと・やったこと
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@ayousanz
LLMでrinna/nekomata-14bをGGUFに変換してGPUで動かす
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@sald_ra
LLMをローカル環境で動かすことは貴族の遊びなのか？
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@kunishou
無料 GPT-4 アプリを活用した Instruction データセット作成の取り組み
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You can increase the number of series when Calendar 3 is filled with more than 10 articles.

LLM Advent Calendar 2023

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Series 1

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