Alternatives and similar repositories for batch-inference

Users that are interested in batch-inference are comparing it to the libraries listed below

• anyscale / llm-continuous-batching-benchmarks
  ☆120Updated last year
• triton-inference-server / vllm_backend
  ☆280Updated last week
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆266Updated 9 months ago
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆198Updated last month
• neuralmagic / AutoFP8
  ☆195Updated 3 months ago
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆307Updated 2 months ago
• fw-ai / benchmark
  Benchmark suite for LLMs from Fireworks.ai
  ☆76Updated this week
• hamelsmu / llama-inference
  experiments with inference on llama
  ☆104Updated last year
• triton-inference-server / onnxruntime_backend
  The Triton backend for the ONNX Runtime.
  ☆156Updated this week
• huggingface / optimum-habana
  Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)
  ☆191Updated this week
• npuichigo / openai_trtllm
  OpenAI compatible API for TensorRT LLM triton backend
  ☆209Updated last year
• bentoml / llm-bench
  ☆55Updated 8 months ago
• triton-inference-server / pytorch_backend
  The Triton backend for the PyTorch TorchScript models.
  ☆157Updated 2 weeks ago
• wejoncy / QLLM
  A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.
  ☆175Updated 4 months ago
• opendatahub-io / vllm-tgis-adapter
  vLLM adapter for a TGIS-compatible gRPC server.
  ☆34Updated this week
• triton-inference-server / fastertransformer_backend
  ☆411Updated last year
• premAI-io / benchmarks
  🕹️ Performance Comparison of MLOps Engines, Frameworks, and Languages on Mainstream AI Models.
  ☆137Updated last year
• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆303Updated 2 years ago
• lapp0 / lm-inference-engines
  Comparison of Language Model Inference Engines
  ☆222Updated 7 months ago
• inferflow / inferflow
  Inferflow is an efficient and highly configurable inference engine for large language models (LLMs).
  ☆246Updated last year
• AniZpZ / smoothquant
  [ICML 2023] SmoothQuant: Accurate and Efficient Post-Training Quantization for Large Language Models
  ☆11Updated last year
• intel / neural-speed
  An innovative library for efficient LLM inference via low-bit quantization
  ☆349Updated 11 months ago
• LowinLi / transformers-stream-generator
  This is a text generation method which returns a generator, streaming out each token in real-time during inference, based on Huggingface/…
  ☆95Updated last year
• NVIDIA-NeMo / Run
  A tool to configure, launch and manage your machine learning experiments.
  ☆174Updated last week
• intel / llm-on-ray
  Pretrain, finetune and serve LLMs on Intel platforms with Ray
  ☆128Updated 3 weeks ago
• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆142Updated this week
• dust-tt / llama-ssp
  Experiments on speculative sampling with Llama models
  ☆128Updated 2 years ago
• snowflakedb / ArcticTraining
  ArcticTraining is a framework designed to simplify and accelerate the post-training process for large language models (LLMs)
  ☆195Updated this week
• huggingface / kernels
  Load compute kernels from the Hub
  ☆220Updated this week
• NickL77 / BaldEagle
  3x Faster Inference; Unofficial implementation of EAGLE Speculative Decoding
  ☆74Updated last month