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Awesome

An open API service indexing awesome lists of open source software.

awesome-llm

Awesome series for Large Language Model(LLM)s
https://github.com/KennethanCeyer/awesome-llm

Last synced: 21 days ago
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Benchmarks

Commercial models

Datasets

Commercial models

Materials

GitHub repositories

  • Stanford Alpaca - - A repository of Stanford Alpaca project, a model fine-tuned from the LLaMA 7B model on 52K instruction-following demonstrations.
  • Dolly - - A large language model trained on the Databricks Machine Learning Platform.
  • dalai - - The cli tool to run LLaMA on the local machine.
  • LLaMA-Adapter - - Fine-tuning LLaMA to follow Instructions within 1 Hour and 1.2M Parameters.
  • alpaca-lora - - Instruct-tune LLaMA on consumer hardware.
  • openai/evals - - A curated list of reinforcement learning with human feedback resources.
  • trlx - - A repo for distributed training of language models with Reinforcement Learning via Human Feedback. (RLHF)
  • pythia - - A suite of 16 LLMs all trained on public data seen in the exact same order and ranging in size from 70M to 12B parameters.
  • DeepSeek-R1 - - A first-generation reasoning model from DeepSeek-AI.
  • google-deepmind/gemma - - Open weights LLM from Google DeepMind.
  • llama_index - - A project that provides a central interface to connect your LLM's with external data.
  • AutoGPT - - An experimental open-source attempt to make GPT-4 fully autonomous.
  • Embedchain - - Framework to create ChatGPT like bots over your dataset.

HuggingFace repositories

  • OpenAssistant SFT 6 - 30 billion LLaMa-based model made by HuggingFace for the chatting conversation.
  • Vicuna Delta v0 - An open-source chatbot trained by fine-tuning LLaMA on user-shared conversations collected from ShareGPT.
  • MPT 7B - A decoder-style transformer pre-trained from scratch on 1T tokens of English text and code. This model was trained by MosaicML.
  • Falcon 7B - A 7B parameters causal decoder-only model built by TII and trained on 1,500B tokens of RefinedWeb enhanced with curated corpora.

Papers

Posts

Projects

Reading materials

Models

Commercial models

Open models

Projects

  • LMOps - Large-scale Self-supervised Pre-training Across Tasks, Languages, and Modalities.
  • Visual ChatGPT - Announced by Microsoft / 2023