turboderp-org / exllamav2Links
A fast inference library for running LLMs locally on modern consumer-class GPUs
☆4,440Updated 2 months ago
Alternatives and similar repositories for exllamav2
Users that are interested in exllamav2 are comparing it to the libraries listed below
Sorting:
- A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.☆2,908Updated 2 years ago
- An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.☆5,028Updated 9 months ago
- Large-scale LLM inference engine☆1,647Updated 2 weeks ago
- Python bindings for the Transformer models implemented in C/C++ using GGML library.☆1,879Updated 2 years ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,312Updated 8 months ago
- Tools for merging pretrained large language models.☆6,761Updated 2 weeks ago
- Go ahead and axolotl questions☆11,251Updated this week
- The official API server for Exllama. OAI compatible, lightweight, and fast.☆1,121Updated 3 weeks ago
- 4 bits quantization of LLaMA using GPTQ☆3,074Updated last year
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,897Updated 2 years ago
- Chat language model that can use tools and interpret the results☆1,590Updated 2 months ago
- Customizable implementation of the self-instruct paper.☆1,049Updated last year
- Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs☆3,718Updated 8 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,436Updated 6 months ago
- [ICLR 2024] Efficient Streaming Language Models with Attention Sinks☆7,182Updated last year
- Large Language Model Text Generation Inference☆10,757Updated last month
- Accessible large language models via k-bit quantization for PyTorch.☆7,939Updated 2 weeks ago
- Enforce the output format (JSON Schema, Regex etc) of a language model☆1,986Updated 5 months ago
- ⚡ Build your chatbot within minutes on your favorite device; offer SOTA compression techniques for LLMs; run LLMs efficiently on Intel Pl…☆2,174Updated last year
- Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".☆2,254Updated last year
- PyTorch native post-training library☆5,669Updated this week
- This repo contains the source code for RULER: What’s the Real Context Size of Your Long-Context Language Models?☆1,445Updated 2 months ago
- Python bindings for llama.cpp☆9,958Updated 5 months ago
- MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.☆2,092Updated 7 months ago
- [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…☆5,823Updated 3 months ago
- Training LLMs with QLoRA + FSDP☆1,539Updated last year
- Run Mixtral-8x7B models in Colab or consumer desktops☆2,325Updated last year
- YaRN: Efficient Context Window Extension of Large Language Models☆1,668Updated last year
- A language for constraint-guided and efficient LLM programming.☆4,143Updated 8 months ago
- Fast inference engine for Transformer models☆4,291Updated this week