Alternatives and similar repositories for mergekit:

Users that are interested in mergekit are comparing it to the libraries listed below

• sgl-project / sglang
  SGLang is a fast serving framework for large language models and vision language models.
  ☆7,353Updated this week
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆8,293Updated this week
• EleutherAI / lm-evaluation-harness
  A framework for few-shot evaluation of language models.
  ☆7,474Updated this week
• pytorch / torchtune
  PyTorch native post-training library
  ☆4,703Updated this week
• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆3,845Updated last week
• casper-hansen / AutoAWQ
  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
  ☆1,885Updated 2 weeks ago
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,620Updated this week
• predibase / lorax
  Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
  ☆2,311Updated this week
• huggingface / alignment-handbook
  Robust recipes to align language models with human and AI preferences
  ☆4,896Updated last month
• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆2,669Updated last week
• pytorch-labs / gpt-fast
  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
  ☆5,749Updated last month
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆6,522Updated this week
• InternLM / lmdeploy
  LMDeploy is a toolkit for compressing, deploying, and serving LLMs.
  ☆5,169Updated this week
• huggingface / datatrove
  Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.
  ☆2,147Updated last week
• argilla-io / distilabel
  Distilabel is a framework for synthetic data and AI feedback for engineers who need fast, reliable and scalable pipelines based on verifi…
  ☆1,879Updated this week
• microsoft / LLMLingua
  [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…
  ☆4,812Updated last month
• allenai / open-instruct
  ☆2,289Updated this week
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,777Updated 11 months ago
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,113Updated 8 months ago
• Zjh-819 / LLMDataHub
  A quick guide (especially) for trending instruction finetuning datasets
  ☆2,775Updated last year
• jiaweizzhao / GaLore
  GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
  ☆1,481Updated 2 months ago
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆9,592Updated this week
• ModelTC / lightllm
  LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…
  ☆2,762Updated this week
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,749Updated 6 months ago
• Alpha-VLLM / LLaMA2-Accessory
  An Open-source Toolkit for LLM Development
  ☆2,747Updated this week
• allenai / OLMo
  Modeling, training, eval, and inference code for OLMo
  ☆5,024Updated this week
• stanfordnlp / pyreft
  ReFT: Representation Finetuning for Language Models
  ☆1,373Updated 2 weeks ago
• huggingface / trl
  Train transformer language models with reinforcement learning.
  ☆10,609Updated this week
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,371Updated 6 months ago