Alternatives and similar repositories for intel-extension-for-transformers

Users that are interested in intel-extension-for-transformers are comparing it to the libraries listed below

• mit-han-lab / llm-awq
  [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration
  ☆2,991Updated this week
• deepspeedai / DeepSpeed-MII
  MII makes low-latency and high-throughput inference possible, powered by DeepSpeed.
  ☆2,009Updated last month
• casper-hansen / AutoAWQ
  AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:
  ☆2,155Updated this week
• FasterDecoding / Medusa
  Medusa: Simple Framework for Accelerating LLM Generation with Multiple Decoding Heads
  ☆2,522Updated 10 months ago
• intel / neural-compressor
  SOTA low-bit LLM quantization (INT8/FP8/INT4/FP4/NF4) & sparsity; leading model compression techniques on TensorFlow, PyTorch, and ONNX R…
  ☆2,402Updated this week
• IST-DASLab / gptq
  Code for the ICLR 2023 paper "GPTQ: Accurate Post-training Quantization of Generative Pretrained Transformers".
  ☆2,104Updated last year
• S-LoRA / S-LoRA
  S-LoRA: Serving Thousands of Concurrent LoRA Adapters
  ☆1,822Updated last year
• pytorch-labs / gpt-fast
  Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.
  ☆5,946Updated last month
• huggingface / optimum-nvidia
  ☆961Updated 3 months ago
• microsoft / Llama-2-Onnx
  ☆1,026Updated last year
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,248Updated 2 months ago
• AutoGPTQ / AutoGPTQ
  An easy-to-use LLMs quantization package with user-friendly apis, based on GPTQ algorithm.
  ☆4,838Updated last month
• marella / ctransformers
  Python bindings for the Transformer models implemented in C/C++ using GGML library.
  ☆1,864Updated last year
• punica-ai / punica
  Serving multiple LoRA finetuned LLM as one
  ☆1,060Updated last year
• ray-project / llmperf
  LLMPerf is a library for validating and benchmarking LLMs
  ☆900Updated 5 months ago
• ModelTC / lightllm
  LightLLM is a Python-based LLM (Large Language Model) inference and serving framework, notable for its lightweight design, easy scalabili…
  ☆3,202Updated this week
• bitsandbytes-foundation / bitsandbytes
  Accessible large language models via k-bit quantization for PyTorch.
  ☆7,020Updated this week
• flashinfer-ai / flashinfer
  FlashInfer: Kernel Library for LLM Serving
  ☆2,815Updated this week
• jiaweizzhao / GaLore
  GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection
  ☆1,553Updated 6 months ago
• vllm-project / llm-compressor
  Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM
  ☆1,348Updated this week
• huggingface / nanotron
  Minimalistic large language model 3D-parallelism training
  ☆1,850Updated this week
• turboderp-org / exllamav2
  A fast inference library for running LLMs locally on modern consumer-class GPUs
  ☆4,166Updated this week
• mit-han-lab / smoothquant
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆1,401Updated 10 months ago
• predibase / lorax
  Multi-LoRA inference server that scales to 1000s of fine-tuned LLMs
  ☆2,972Updated last week
• mobiusml / hqq
  Official implementation of Half-Quadratic Quantization (HQQ)
  ☆810Updated this week
• mit-han-lab / streaming-llm
  [ICLR 2024] Efficient Streaming Language Models with Attention Sinks
  ☆6,880Updated 10 months ago
• pytorch / torchtune
  PyTorch native post-training library
  ☆5,171Updated this week
• tairov / llama2.mojo
  Inference Llama 2 in one file of pure 🔥
  ☆2,111Updated 11 months ago
• flexflow / flexflow-train
  Automatically Discovering Fast Parallelization Strategies for Distributed Deep Neural Network Training
  ☆1,792Updated last week
• arcee-ai / mergekit
  Tools for merging pretrained large language models.
  ☆5,646Updated this week