Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
awesome-gpt
A list for GPT resources
https://github.com/vkiller/awesome-gpt
- Introduction to Large Language Models
- Introduction to Generative AI
- https://openai.com/blog/instruction-following/
- https://cdn.openai.com/papers/Training_language_models_to_follow_instructions_with_human_feedback.pdf
- https://openai.com/blog/chatgpt/
- https://arxiv.org/pdf/2203.02155.pdf
- https://www.youtube.com/watch?v=flXrLGPY3SU
- https://mp.weixin.qq.com/s/Cf9TF4OTEFoPQMOkwRNe6g
- https://karpathy.ai/zero-to-hero.html
- https://www.youtube.com/watch?v=kCc8FmEb1nY
- https://github.com/karpathy/nanoGPT
- https://www.youtube.com/watch?v=e0aKI2GGZNg
- https://github.com/Mooler0410/LLMsPracticalGuide
- https://arxiv.org/pdf/2304.13712.pdf
- ChatGPT 背后的“功臣”——RLHF 技术详解
- https://github.com/huggingface/blog/blob/main/zh/rlhf.md
- https://github.com/amazon-science/mm-cot
- https://arxiv.org/pdf/2302.00923.pdf
- https://arxiv.org/abs/2302.13971
- https://github.com/facebookresearch/llama
- https://youtu.be/bZQun8Y4L2A
- https://karpathy.ai/stateofgpt.pdf
- https://uxdesign.cc/i-built-an-ai-that-answers-questions-based-on-my-user-research-data-7207b052e21c
- https://www.youtube.com/watch?v=vDZAZuaXf48
- https://colab.research.google.com/drive/1PQXcM_jhN6QJ7uTkxvNbxoI54r03uSr3?usp=sharing
- https://twitter.com/nishuang/status/1627444608937385984
- ChatGPT Prompt Engineering for Developers
- 面向开发者的 ChatGPT 提示词工程
- 非官方版中英双语字幕
- 吴恩达-prompt工程师课程-思维导图
- 微软Token压缩框架
- https://learn.deeplearning.ai/chatgpt-building-system/lesson/1/introduction
- 中英文字幕
- https://platform.openai.com/docs/guides/fine-tuning
- https://www.youtube.com/watch?v=mzz1ldrRcuc
- https://github.com/Microsoft/AI-For-Beginners
- https://www.cloudskillsboost.google/journeys/118
- https://cloud.google.com/blog/topics/training-certifications/new-google-cloud-generative-ai-training-resources
- Introduction to Generative AI
- Introduction to Large Language Models
- Introduction to Responsible AI
- Introduction to Image Generation
- Encoder-Decoder Architecture: Overview
- Encoder-Decoder Architecture: Lab Walkthrough
- Attention Mechanism: Overview
- Transformer Models and BERT Model
- Transformer Models and BERT Model: Lab Walkthrough
- Create Image Captioning Models: Overview
- Create Image Captioning Models: Lab Walkthrough
- Introduction to Generative AI Studio
- https://platform.openai.com/docs/guides/gpt-best-practices/strategy-write-clear-instructions
- https://learn.deeplearning.ai/langchain/lesson/1/introduction
- 中英文
- https://github.com/microsoft/guidance
- https://cognitivesearchgpt.chinacloudsites.cn/
- https://github.com/Azure-Samples/azure-search-openai-demo/
- https://youtu.be/iS36n9rO6OQ
- https://github.com/visenger/awesome-mlops
- https://github.com/microsoft/MLOps
- https://github.com/Hannibal046/Awesome-LLM
- https://github.com/axa-group/nlp.js
- https://github.com/snipsco/snips-nlu
- https://github.com/RasaHQ/rasa
- https://github.com/PaddlePaddle/PaddleNLP
- https://github.com/PaddlePaddle/PaddleNLP/tree/develop/model_zoo/uie
- https://github.com/taishan1994/pytorch_bert_intent_classification_and_slot_filling
- NER相关
- https://youtu.be/QyptrmzGJwc?t=188
- https://magazine.sebastianraschka.com/p/finetuning-large-language-models
- https://magazine.sebastianraschka.com/p/finetuning-llms-with-adapters
- https://magazine.sebastianraschka.com/p/understanding-parameter-efficient
- https://hex.tech/
- https://github.com/chat2db/Chat2DB
- https://github.com/vanna-ai/vanna
- https://youtu.be/mixwxOLSeFE
- https://arxiv.org/abs/2312.10997
- https://github.com/embedchain/embedchain
- https://github.com/StanGirard/quivr
- https://github.com/langgenius/dify
- https://github.com/explodinggradients/ragas
- https://github.com/labring/FastGPT
- https://github.com/1Panel-dev/MaxKB
- LLM Powered Autonomous Agents
- Language Models Perform Reasoning via Chain of Thought
- Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
- AUTOMATIC CHAIN OF THOUGHT PROMPTING IN LARGE LANGUAGE MODELS
- A trend starts from "Chain of Thought Prompting Elicits Reasoning in Large Language Models"
- Paper collection on building and evaluating language model agents via executable language grounding
- https://pub.towardsai.net/chain-of-thought-reasoning-a3d531aa8054
- https://www.microsoft.com/en-us/research/blog/autogen-enabling-next-generation-large-language-model-applications/
- https://browse.arxiv.org/pdf/2308.08155.pdf
- https://github.com/microsoft/autogen
- Structured Chain-of-Thought Prompting for Code Generation
- Self-planning Code Generation with Large Language Models
- https://github.com/myshell-ai/OpenVoice
- https://github.com/2noise/ChatTTS
- https://github.com/open-webui/open-webui
- https://github.com/mckaywrigley/chatbot-ui
- https://github.com/ollama/ollama
- Flutter & ChatGPT
Programming Languages
Keywords
llm
9
nlp
5
gpt
5
ai
5
rag
5
chatbot
5
chatgpt
4
agent
4
gpt-4
4
ollama
3
machine-learning
3
bot
3
openai
3
python
3
nlu
3
natural-language-processing
3
large-language-models
3
nextjs
2
llama2
2
sentiment-analysis
2
information-extraction
2
llama
2
machine-learning-library
2
named-entity-recognition
2
text-to-speech
2
llmops
2
slot-filling
2
gpt-35-turbo
2
prompt-learning
2
llms
2
ml
2
mlops
2
gpt35
2
bots
2
conversational-ai
2
chatbots
2
rasa
1
spacy
1
wit
1
bert
1
compression
1
uie
1
distributed-training
1
document-intelligence
1
embedding
1
ernie
1
transformers
1
semantic-analysis
1
search-engine
1
question-answering
1