EleutherAI / lm-evaluation-harnessLinks
A framework for few-shot evaluation of language models.
☆9,955Updated last week
Alternatives and similar repositories for lm-evaluation-harness
Users that are interested in lm-evaluation-harness are comparing it to the libraries listed below
Sorting:
- Accessible large language models via k-bit quantization for PyTorch.☆7,511Updated last week
- Train transformer language models with reinforcement learning.☆15,330Updated this week
- Tools for merging pretrained large language models.☆6,231Updated 2 weeks ago
- PyTorch native post-training library☆5,444Updated this week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆19,447Updated this week
- Robust recipes to align language models with human and AI preferences☆5,338Updated last month
- Large Language Model Text Generation Inference☆10,455Updated this week
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,931Updated 4 months ago
- Go ahead and axolotl questions☆10,324Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,229Updated last month
- A quick guide (especially) for trending instruction finetuning datasets☆3,233Updated last year
- Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models …☆2,432Updated this week
- Fast and memory-efficient exact attention☆19,275Updated this week
- Aligning pretrained language models with instruction data generated by themselves.☆4,462Updated 2 years ago
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆1,993Updated last year
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆4,101Updated 2 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,642Updated last year
- AllenAI's post-training codebase☆3,144Updated this week
- LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…☆3,559Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆6,943Updated this week
- An Easy-to-use, Scalable and High-performance RLHF Framework based on Ray (PPO & GRPO & REINFORCE++ & vLLM & Ray & Dynamic Sampling & Asy…☆7,797Updated this week
- Modeling, training, eval, and inference code for OLMo☆5,924Updated this week
- OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, …☆5,959Updated this week
- Ongoing research training transformer models at scale☆13,377Updated this week
- 🚀 A simple way to launch, train, and use PyTorch models on almost any device and distributed configuration, automatic mixed precision (i…☆9,086Updated this week
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,235Updated 3 months ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,061Updated last week
- MTEB: Massive Text Embedding Benchmark☆2,800Updated this week
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,851Updated this week
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,606Updated last year