AgileRL
Open-Llama
| AgileRL | Open-Llama | |
|---|---|---|
| 12 | 7 | |
| 501 | 637 | |
| 4.2% | - | |
| 9.8 | 10.0 | |
| 5 days ago | about 1 year ago | |
| Python | Python | |
| Apache License 2.0 | MIT License |
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.
AgileRL
- [P] Introducing PPO and Rainbow DQN to our super fast evolutionary HPO reinforcement learning framework
- Introducing PPO and Rainbow DQN to our super fast evolutionary HPO reinforcement learning framework
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[P] Significant improvements for multi-agent reinforcement learning!
Please check it out! https://github.com/AgileRL/AgileRL
- 10x faster reinforcement learning hyperparameter optimization than SOTA - now with distributed training!
- [P] 10x faster reinforcement learning hyperparameter optimization than SOTA - now with distributed training!
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(1/2) May 2023
Deep Reinforcement Learning library focused on improving development by introducing RLOps - MLOps for reinforcement learning (https://github.com/AgileRL/AgileRL)
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[P] 10x faster reinforcement learning HPO - now for RLHF!
https://github.com/AgileRL/AgileRL/blob/main/CONTRIBUTING.md Has a link to our discord too
- 10x faster reinforcement learning HPO - now with CNNs!
- [P] 10x faster reinforcement learning HPO - now with CNNs!
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[P] Reinforcement learning evolutionary hyperparameter optimization - 10x speed up
GitHub: https://github.com/AgileRL/AgileRL
Open-Llama
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(1/2) May 2023
Training code of the open-source high-performance Llama model, including the full process from pre-training to RLHF (https://github.com/s-JoL/Open-Llama)
- Open-Lamam: A “real” open-source project to train LLM not just checkpoints
- Open-Lamam: A real open-source project to train LLM
- Open-Llama: A Open Source Project for Training Language Models
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OpenLLaMA: An Open Reproduction of LLaMA
Really exciting how fast fully pre-trained new models are appearing.
Here's another repo (with the same "open-llama" name) that has been available on hugging face as well for a few weeks. (different training dataset)
https://github.com/s-JoL/Open-Llama
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Build your onw LLM 101
Open-Llama
- Open-Llama is an open source project that provides a complete set of training processes for building large-scale language models, from data preparation to tokenization, pre-training, instruction tuning, and reinforcement learning techniques such as RLHF.
What are some alternatives?
chat-ui - Open source codebase powering the HuggingChat app
open_llama - OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
RLeXplore - RLeXplore provides stable baselines of exploration methods in reinforcement learning, such as intrinsic curiosity module (ICM), random network distillation (RND) and rewarding impact-driven exploration (RIDE).
text-generation-webui - A Gradio web UI for Large Language Models. Supports transformers, GPTQ, AWQ, EXL2, llama.cpp (GGUF), Llama models.
loopquest - A Production Tool for Embodied AI
My-Medium-Articles-Friendly-Links - Friendly link to all of my medium articles
de-torch - Minimal PyTorch Library for Differential Evolution
mlc-llm - Enable everyone to develop, optimize and deploy AI models natively on everyone's devices.
Muzero - Pytorch Implementation of MuZero for gym environment. It support any Discrete , Box and Box2D configuration for the action space and observation space.
promptfoo - Test your prompts, models, and RAGs. Catch regressions and improve prompt quality. LLM evals for OpenAI, Azure, Anthropic, Gemini, Mistral, Llama, Bedrock, Ollama, and other local & private models with CI/CD integration.
q-learning-algorithms - This repository will aim to provide implementations of q-learning algorithms (DQN, Double-DQN, ...) using Pytorch.
EasyLM - Large language models (LLMs) made easy, EasyLM is a one stop solution for pre-training, finetuning, evaluating and serving LLMs in JAX/Flax.