alignment-handbook
WebGLM
| alignment-handbook | WebGLM | |
|---|---|---|
| 3 | 1 | |
| 4,031 | 1,523 | |
| 5.5% | 1.1% | |
| 8.6 | 6.8 | |
| 10 days ago | 10 months ago | |
| Python | Python | |
| Apache License 2.0 | Apache License 2.0 |
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alignment-handbook
- Recipes to align LLMs with AI feedback
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What on-demand GPU service would you recommend to do fine-tuning of 7B models ?
I'd like to run some fine-tuning experiments on 7B models. Specifically, interested to use https://github.com/huggingface/alignment-handbook and run Zephyr-7b recipes on custom datasets. Don't have any viable GPU locally.
- Zephyr 7B β Released
WebGLM
What are some alternatives?
opening-up-chatgpt.github.io - Tracking instruction-tuned LLM openness. Paper: Liesenfeld, Andreas, Alianda Lopez, and Mark Dingemanse. 2023. “Opening up ChatGPT: Tracking Openness, Transparency, and Accountability in Instruction-Tuned Text Generators.” In Proceedings of the 5th International Conference on Conversational User Interfaces. doi:10.1145/3571884.3604316.
embedchain - Personalizing LLM Responses
safe-rlhf - Safe RLHF: Constrained Value Alignment via Safe Reinforcement Learning from Human Feedback
h2ogpt - Private chat with local GPT with document, images, video, etc. 100% private, Apache 2.0. Supports oLLaMa, Mixtral, llama.cpp, and more. Demo: https://gpt.h2o.ai/ https://codellama.h2o.ai/
argilla - Argilla is a collaboration platform for AI engineers and domain experts that require high-quality outputs, full data ownership, and overall efficiency.
ImageReward - [NeurIPS 2023] ImageReward: Learning and Evaluating Human Preferences for Text-to-image Generation
Cornucopia-LLaMA-Fin-Chinese - 聚宝盆(Cornucopia): 中文金融系列开源可商用大模型，并提供一套高效轻量化的垂直领域LLM训练框架(Pretraining、SFT、RLHF、Quantize等)
TextRL - Implementation of ChatGPT RLHF (Reinforcement Learning with Human Feedback) on any generation model in huggingface's transformer (blommz-176B/bloom/gpt/bart/T5/MetaICL)
LLMSurvey - The official GitHub page for the survey paper "A Survey of Large Language Models".