EleutherAI / lm-evaluation-harness
A framework for few-shot evaluation of language models.
☆8,815Updated this 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
- Tools for merging pretrained large language models.☆5,614Updated this week
- PyTorch native post-training library☆5,138Updated this week
- Accessible large language models via k-bit quantization for PyTorch.☆6,972Updated this week
- Robust recipes to align language models with human and AI preferences☆5,157Updated this week
- General technology for enabling AI capabilities w/ LLMs and MLLMs☆3,968Updated 2 weeks ago
- Train transformer language models with reinforcement learning.☆13,559Updated this week
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆2,970Updated 3 weeks ago
- Aligning pretrained language models with instruction data generated by themselves.☆4,359Updated 2 years ago
- SGLang is a fast serving framework for large language models and vision language models.☆13,829Updated this week
- Holistic Evaluation of Language Models (HELM) is an open source Python framework created by the Center for Research on Foundation Models …☆2,203Updated this week
- LMDeploy is a toolkit for compressing, deploying, and serving LLMs.☆6,274Updated this week
- Large Language Model Text Generation Inference☆10,081Updated this week
- Go ahead and axolotl questions☆9,258Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,872Updated 9 months ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆4,826Updated 3 weeks ago
- Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads☆2,515Updated 10 months ago
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,821Updated last year
- OpenCompass is an LLM evaluation platform, supporting a wide range of models (Llama3, Mistral, InternLM2,GPT-4,LLaMa2, Qwen,GLM, Claude, …☆5,279Updated this week
- Benchmarking large language models' complex reasoning ability with chain-of-thought prompting☆2,723Updated 9 months ago
- ☆4,077Updated 11 months ago
- Modeling, training, eval, and inference code for OLMo☆5,560Updated this week
- 20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.☆12,064Updated last week
- An automatic evaluator for instruction-following language models. Human-validated, high-quality, cheap, and fast.☆1,736Updated 4 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,411Updated 10 months ago
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆18,274Updated this week
- [EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which ach…☆5,048Updated last month
- Fast and memory-efficient exact attention☆17,192Updated this week
- Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…☆2,671Updated last week
- AllenAI's post-training codebase☆2,939Updated this week
- The hub for EleutherAI's work on interpretability and learning dynamics☆2,469Updated last month