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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
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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 (about 1 year ago)
- Default Branch: main
- Last Pushed: 2023-11-14T20:44:59.000Z (10 months ago)
- Last Synced: 2024-05-21T17:08:01.036Z (4 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 / PowerShell 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)