Alternatives and similar repositories for ggml

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

• abetlen / llama-cpp-python
  Python bindings for llama.cpp
  ☆9,237Updated last month
• karpathy / llama2.c
  Inference Llama 2 in one file of pure C
  ☆18,475Updated 10 months ago
• ggml-org / llama.cpp
  LLM inference in C/C++
  ☆81,984Updated this week
• artidoro / qlora
  QLoRA: Efficient Finetuning of Quantized LLMs
  ☆10,500Updated last year
• mlc-ai / mlc-llm
  Universal LLM Deployment Engine with ML Compilation
  ☆20,813Updated last week
• tloen / alpaca-lora
  Instruct-tune LLaMA on consumer hardware
  ☆18,917Updated 10 months ago
• huggingface / text-generation-inference
  Large Language Model Text Generation Inference
  ☆10,236Updated this week
• openlm-research / open_llama
  OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset
  ☆7,498Updated last year
• ggml-org / whisper.cpp
  Port of OpenAI's Whisper model in C/C++
  ☆40,830Updated this week
• microsoft / LoRA
  Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"
  ☆12,090Updated 6 months ago
• nlpxucan / WizardLM
  LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
  ☆9,421Updated 2 weeks ago
• SJTU-IPADS / PowerInfer
  High-speed Large Language Model Serving for Local Deployment
  ☆8,221Updated 4 months ago
• vllm-project / vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆49,721Updated this week
• jzhang38 / TinyLlama
  The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.
  ☆8,573Updated last year
• tatsu-lab / stanford_alpaca
  Code and documentation to train Stanford's Alpaca models, and generate the data.
  ☆30,040Updated 11 months ago
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,142Updated this week
• huggingface / peft
  🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.
  ☆18,774Updated last week
• lm-sys / FastChat
  An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.
  ☆38,731Updated 2 weeks ago
• FMInference / FlexLLMGen
  Running large language models on a single GPU for throughput-oriented scenarios.
  ☆9,338Updated 7 months ago
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,873Updated 2 months ago
• Lightning-AI / litgpt
  20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
  ☆12,293Updated this week
• Lightning-AI / lit-llama
  Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…
  ☆6,073Updated 9 months ago
• openai / tiktoken
  tiktoken is a fast BPE tokeniser for use with OpenAI's models.
  ☆14,829Updated 3 months ago
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,906Updated 11 months ago
• run-llama / llama_index
  LlamaIndex is the leading framework for building LLM-powered agents over your data.
  ☆42,374Updated this week
• antimatter15 / alpaca.cpp
  Locally run an Instruction-Tuned Chat-Style LLM
  ☆10,227Updated 2 years ago
• BlinkDL / RWKV-LM
  RWKV (pronounced RwaKuv) is an RNN with great LLM performance, which can also be directly trained like a GPT transformer (parallelizable)…
  ☆13,706Updated last week
• nebuly-ai / optimate
  A collection of libraries to optimise AI model performances
  ☆8,373Updated 10 months ago
• axolotl-ai-cloud / axolotl
  Go ahead and axolotl questions
  ☆9,610Updated this week
• karpathy / nanoGPT
  The simplest, fastest repository for training/finetuning medium-sized GPTs.
  ☆41,856Updated 6 months ago