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https://github.com/suryavanshi/awesome-genai

Collection of Links and resources for Generative AI, LLM
https://github.com/suryavanshi/awesome-genai

List: awesome-genai

Last synced: 16 days ago
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Collection of Links and resources for Generative AI, LLM

Host: GitHub
URL: https://github.com/suryavanshi/awesome-genai
Owner: suryavanshi
License: gpl-3.0
Created: 2023-06-22T08:51:27.000Z (over 1 year ago)
Default Branch: main
Last Pushed: 2023-11-14T20:44:59.000Z (about 1 year ago)
Last Synced: 2024-05-21T17:08:01.036Z (7 months ago)
Size: 81.1 KB
Stars: 4
Watchers: 2
Forks: 0
Open Issues: 0
Metadata Files:
- Readme: README.md
- License: LICENSE

Awesome Lists containing this project

ultimate-awesome - awesome-genai - Collection of Links and resources for Generative AI, LLM . (Other Lists / Monkey C Lists)

README

        # awesome-genai

### Collection of Links and resources for Generative AI, LLM

## Open Source Models

- [Moshi](https://kyutai.org/)

- [Meta LLama-2 on HF](https://huggingface.co/docs/transformers/main/model_doc/llama2) 

- [OpenChat](https://github.com/imoneoi/openchat) , [HF Model Card](https://huggingface.co/openchat/openchat_8192)

- [Falcon LLM](https://falconllm.tii.ae/)

- [Salesforce XGen](https://github.com/salesforce/xGen) - Similar architecture to Llama

- [StarChat-β](https://huggingface.co/HuggingFaceH4/starchat-beta)

- [MosaicML - MPT-30B](https://www.mosaicml.com/blog/mpt-30b)

- [Together RedPajama-7b](https://www.together.xyz/blog/redpajama-7b)

- [Facebook Llama](https://github.com/facebookresearch/llama/tree/main)

- [Eletheur-Pythia](https://github.com/EleutherAI/pythia)

- [Open Llama](https://github.com/openlm-research/open_llama)

- [Lighton Alfred](https://www.lighton.ai/blog/lighton-s-blog-4/introducing-alfred-40b-0723-38)

- [StableLM](https://github.com/Stability-AI/StableLM)

- [Mistral-7B](https://mistral.ai/news/announcing-mistral-7b/)

## Training and Fine Tuning Libraries

- [Axolotl](https://github.com/OpenAccess-AI-Collective/axolotl) - Pytorch Based

- [torchtune](https://github.com/pytorch/torchtune) - Pytorch Based

- [Maxtext](https://github.com/google/maxtext) - Jax Based

- [EasyLM](https://github.com/young-geng/EasyLM) - Jax Based

## MultiModal Models

- [LLaVA 1.5B](https://llava-vl.github.io/)

- [Fuyu 8B](https://www.adept.ai/blog/fuyu-8b)

- [SPHINX](https://github.com/Alpha-VLLM/LLaMA2-Accessory/tree/main/SPHINX)

- [IDFICS Open Source implementation of DeepMind Flamingo](https://huggingface.co/HuggingFaceM4/idefics-80b-instruct)

## Fine Tuned Models

- [Lima](https://arxiv.org/abs/2305.11206)

- Vicuna

- Gorilla

- [Stanford Alpaca](https://crfm.stanford.edu/2023/03/13/alpaca.html)

- FastChat-T5

- [GPT4ALL](https://github.com/nomic-ai/gpt4all)

## Tools for Deployment 

- [Replicate](https://replicate.com/)

- [COG](https://github.com/replicate/cog) - Containers for ML

- [HF Text Generation Interface](https://github.com/huggingface/text-generation-inference)

- [vllm-Efficient LLM Serving](https://github.com/vllm-project/vllm)

  

## Tools

- [OpenFlamingo](https://laion.ai/blog/open-flamingo/)

- [LangChain](https://github.com/hwchase17/langchain)

- [GGML](https://github.com/ggerganov/ggml) - C Tensor ML library implementing Llama and Whisper etc

- [Mosaic LLM Foundry](https://github.com/mosaicml/llm-foundry)

- [LLamaIndex/GPTIndex](https://gpt-index.readthedocs.io/en/latest/) - Framework for retrieval augmented generation (RAG)

- [Milvus](https://github.com/milvus-io/milvus) - Open source vector database

- [H2O LLM Studio](https://github.com/h2oai/h2o-llmstudio)

- [Vector DB/ANN Benchmark](https://github.com/erikbern/ann-benchmarks)

- [Candle](https://github.com/huggingface/candle) - ML framework for Rust

- Flowise

- [LlaMA2 Accesory](https://github.com/Alpha-VLLM/LLaMA2-Accessory)

- [Streamlit Weaviate Connector](https://github.com/weaviate/st-weaviate-connection/tree/main)

- [ChainLit](https://github.com/Chainlit/chainlit)

- [LAVIS](https://github.com/salesforce/LAVIS)

## Videos

- [State of GPT](https://www.youtube.com/watch?v=bZQun8Y4L2A)

## Newsletters

- [Ahead of AI](https://magazine.sebastianraschka.com/)

- [Interconnects AI](https://www.interconnects.ai/)

- [Sequence](https://thesequence.substack.com/)

## Generative Image Models

- [Stable Diffusion](https://stability.ai/stablediffusion)

- [Midjourney](https://docs.midjourney.com/)

- [RealFill-Image completion](https://realfill.github.io/)

## Generative Speech

- [Facebook VoiceBox](https://ai.facebook.com/blog/voicebox-generative-ai-model-speech/) - Not available publicly

- [Speech Cloning](https://huggingface.co/spaces/Plachta/VALL-E-X)

## Blog Posts

- [Training Dolly using Metaflow](https://outerbounds.com/blog/train-dolly-metaflow/)

- StackLlama

- https://replicate.com/blog/how-to-prompt-llama

- [LLama-2 Every resource you need](https://www.philschmid.de/llama-2)

- [Training MoE at Scale with Pytorch](https://pytorch.org/blog/training-moes/)

## Courses and resources

- [HuggingFace Audio Deeplearning Course](https://huggingface.co/learn/audio-course/chapter0/introduction)

- [LLM Learning Lab](https://lightning.ai/pages/llm-learning-lab/)

- [LLM with Semantic Search using Weaviate and Cohers](https://www.deeplearning.ai/short-courses/large-language-models-semantic-search/)

## Commercial Models

- [OpenAI - ChatGPT](https://openai.com/)

- [Google - Bard](https://bard.google.com/)

- [Anthropic - Claude](https://www.anthropic.com/)

- [Magic.dev - LTM-1](https://magic.dev/blog/ltm-1)

- [Adept - ACT-1](https://www.adept.ai/blog/act-1)

- [Inflection - Inflection-1](https://inflection.ai/inflection-1)

- [Character C1.2](https://blog.character.ai/character-ai/)

- [Cohere Models](https://docs.cohere.com/docs/generation-card)