ggerganov / ggml
Tensor library for machine learning
☆10,846Updated last week
Related projects: ⓘ
- Python bindings for llama.cpp☆7,723Updated this week
- Inference Llama 2 in one file of pure C☆17,153Updated last month
- A high-throughput and memory-efficient inference and serving engine for LLMs☆26,822Updated this week
- QLoRA: Efficient Finetuning of Quantized LLMs☆9,906Updated 3 months ago
- Large Language Model Text Generation Inference☆8,762Updated this week
- Universal LLM Deployment Engine with ML Compilation☆18,642Updated this week
- LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath☆9,194Updated last month
- OpenLLaMA, a permissively licensed open source reproduction of Meta AI’s LLaMA 7B trained on the RedPajama dataset☆7,339Updated last year
- Instruct-tune LLaMA on consumer hardware☆18,537Updated last month
- 🌸 Run LLMs at home, BitTorrent-style. Fine-tuning and inference up to 10x faster than offloading☆9,079Updated last week
- RWKV is an RNN with transformer-level LLM performance. It can be directly trained like a GPT (parallelizable). So it's combining the best…☆12,397Updated 2 weeks ago
- The TinyLlama project is an open endeavor to pretrain a 1.1B Llama model on 3 trillion tokens.☆7,620Updated 4 months ago
- tiktoken is a fast BPE tokeniser for use with OpenAI's models.☆11,796Updated last month
- High-speed Large Language Model Serving on PCs with Consumer-grade GPUs☆7,877Updated last week
- Locally run an Instruction-Tuned Chat-Style LLM☆10,252Updated last year
- Implementation of the LLaMA language model based on nanoGPT. Supports flash attention, Int8 and GPTQ 4bit quantization, LoRA and LLaMA-Ad…☆5,958Updated last week
- Running large language models on a single GPU for throughput-oriented scenarios.☆9,133Updated last month
- Run any open-source LLMs, such as Llama 3.1, Gemma, as OpenAI compatible API endpoint in the cloud.☆9,731Updated last week
- A guidance language for controlling large language models.☆18,698Updated this week
- Scripts for fine-tuning Meta Llama3 with composable FSDP & PEFT methods to cover single/multi-node GPUs. Supports default & custom datase…☆11,582Updated last week
- 🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.☆15,839Updated this week
- SkyPilot: Run AI and batch jobs on any infra (Kubernetes or 12+ clouds). Get unified execution, cost savings, and high GPU availability v…☆6,524Updated this week
- Official inference library for Mistral models☆9,514Updated this week
- the AI-native open-source embedding database☆14,555Updated this week
- Code and documentation to train Stanford's Alpaca models, and generate the data.☆29,346Updated 2 months ago
- Databricks’ Dolly, a large language model trained on the Databricks Machine Learning Platform☆10,812Updated last year
- Code for loralib, an implementation of "LoRA: Low-Rank Adaptation of Large Language Models"☆10,327Updated last month
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆6,537Updated 2 months ago
- Accessible large language models via k-bit quantization for PyTorch.☆6,029Updated this week
- An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.☆36,446Updated this week