bigscience-workshop / petalsLinks
🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading
☆9,803Updated last year
Alternatives and similar repositories for petals
Users that are interested in petals are comparing it to the libraries listed below
Sorting:
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,369Updated 11 months ago
- Large Language Model Text Generation Inference☆10,539Updated 2 weeks ago
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,525Updated 2 years ago
- Gorilla: Training and Evaluating LLMs for Function Calls (Tool Calls)☆12,451Updated this week
- Python bindings for llama.cpp☆9,609Updated last month
- Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.☆11,817Updated last week
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,458Updated 3 months ago
- Run, manage, and scale AI workloads on any AI infrastructure. Use one system to access & manage all AI compute (Kubernetes, 17+ clouds, o…☆8,786Updated this week
- Instruct-tune LLaMA on consumer hardware☆18,961Updated last year
- Tensor library for machine learning☆13,222Updated this week
- Structured Outputs☆12,620Updated last week
- The RedPajama-Data repository contains code for preparing large datasets for training large language models.☆4,821Updated 9 months ago
- A fast inference library for running LLMs locally on modern consumer-class GPUs☆4,332Updated last month
- QLoRA: Efficient Finetuning of Quantized LLMs☆10,679Updated last year
- The simplest way to run LLaMA on your local machine☆13,056Updated last year
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆6,076Updated 3 months ago
- Locally run an Instruction-Tuned Chat-Style LLM☆10,209Updated 2 years ago
- OpenChat: Advancing Open-source Language Models with Imperfect Data☆5,434Updated last year
- LLM as a Chatbot Service☆3,338Updated last year
- An implementation of model parallel autoregressive transformers on GPUs, based on the Megatron and DeepSpeed libraries☆7,307Updated this week
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,051Updated last year
- An LLM playground you can run on your laptop☆6,364Updated last week
- Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.☆3,684Updated last year
- A language for constraint-guided and efficient LLM programming.☆4,058Updated 4 months ago
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,900Updated 2 years ago
- A Bulletproof Way to Generate Structured JSON from Language Models☆4,834Updated last year
- H2O LLM Studio - a framework and no-code GUI for fine-tuning LLMs. Documentation: https://docs.h2o.ai/h2o-llmstudio/☆4,649Updated last week
- Simple UI for LLM Model Finetuning☆2,064Updated last year
- StableLM: Stability AI Language Models☆15,803Updated last year
- Universal LLM Deployment Engine with ML Compilation☆21,423Updated this week