chatgpt-python
transformers
chatgpt-python | transformers | |
---|---|---|
11 | 176 | |
426 | 125,369 | |
- | 1.7% | |
10.0 | 10.0 | |
over 1 year ago | 4 days ago | |
Python | Python | |
GNU General Public License v3.0 only | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
chatgpt-python
-
ChatGTP tools you may need - Work always in progress)
chatgpt-python: Unofficial Python SDK for OpenAI's ChatGPT
-
What Are Your Moves Tomorrow - January 13, 2023
Someone made a janky python package for it too https://github.com/labteral/chatgpt-python
-
Ask HN: Self-hosted/open-source ChatGPT alternative? Like Stable Diffusion
The project has only one dependency! https://github.com/labteral/chatgpt-python
- Unofficial Python SDK for OpenAI's ChatGPT (r/DataScience)
- Unofficial Python SDK for OpenAI's ChatGPT
- [P] Unofficial Python SDK for OpenAI's ChatGPT
- Python Unofficial SDK for OpenAI's ChatGPT
transformers
-
AI enthusiasm #9 - A multilingual chatbot📣🈸
transformers is a package by Hugging Face, that helps you interact with models on HF Hub (GitHub)
-
Maxtext: A simple, performant and scalable Jax LLM
Is t5x an encoder/decoder architecture?
Some more general options.
The Flax ecosystem
https://github.com/google/flax?tab=readme-ov-file
or dm-haiku
https://github.com/google-deepmind/dm-haiku
were some of the best developed communities in the Jax AI field
Perhaps the “trax” repo? https://github.com/google/trax
Some HF examples https://github.com/huggingface/transformers/tree/main/exampl...
Sadly it seems much of the work is proprietary these days, but one example could be Grok-1, if you customize the details. https://github.com/xai-org/grok-1/blob/main/run.py
-
Lossless Acceleration of LLM via Adaptive N-Gram Parallel Decoding
The HuggingFace transformers library already has support for a similar method called prompt lookup decoding that uses the existing context to generate an ngram model: https://github.com/huggingface/transformers/issues/27722
I don't think it would be that hard to switch it out for a pretrained ngram model.
-
AI enthusiasm #6 - Finetune any LLM you want💡
Most of this tutorial is based on Hugging Face course about Transformers and on Niels Rogge's Transformers tutorials: make sure to check their work and give them a star on GitHub, if you please ❤️
-
Schedule-Free Learning – A New Way to Train
* Superconvergence + LR range finder + Fast AI's Ranger21 optimizer was the goto optimizer for CNNs, and worked fabulously well, but on transformers, the learning rate range finder sadi 1e-3 was the best, whilst 1e-5 was better. However, the 1 cycle learning rate stuck. https://github.com/huggingface/transformers/issues/16013
-
Gemma doesn't suck anymore – 8 bug fixes
Thanks! :) I'm pushing them into transformers, pytorch-gemma and collabing with the Gemma team to resolve all the issues :)
The RoPE fix should already be in transformers 4.38.2: https://github.com/huggingface/transformers/pull/29285
My main PR for transformers which fixes most of the issues (some still left): https://github.com/huggingface/transformers/pull/29402
- HuggingFace Transformers: Qwen2
- HuggingFace Transformers Release v4.36: Mixtral, Llava/BakLlava, SeamlessM4T v2
- HuggingFace: Support for the Mixtral Moe
-
Paris-Based Startup and OpenAI Competitor Mistral AI Valued at $2B
If you want to tinker with the architecture Hugging Face has a FOSS implementation in transformers: https://github.com/huggingface/transformers/blob/main/src/tr...
If you want to reproduce the training pipeline, you couldn't do that even if you wanted to because you don't have access to thousands of A100s.
What are some alternatives?
KoboldAI-Client
fairseq - Facebook AI Research Sequence-to-Sequence Toolkit written in Python.
llm-workflow-engine - Power CLI and Workflow manager for LLMs (core package)
sentence-transformers - Multilingual Sentence & Image Embeddings with BERT
Openaibot - ⚡️ Build Your Own chatgpt Bot|🧀 Discord/Slack/Kook/Telegram |⛓ ToolCall|🔖 Plugin Support | 🌻 out-of-box | gpt-4-turbo
llama - Inference code for Llama models
chatgpt-advanced - WebChatGPT: A browser extension that augments your ChatGPT prompts with web results.
transformer-pytorch - Transformer: PyTorch Implementation of "Attention Is All You Need"
ChatGDB - Harness the power of ChatGPT inside the GDB or LLDB debugger!
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
aiac - Artificial Intelligence Infrastructure-as-Code Generator.
huggingface_hub - The official Python client for the Huggingface Hub.