Alternatives and similar repositories for llm-inference-solutions:

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

• neuralmagic / guidellm
  Evaluate and Enhance Your LLM Deployments for Real-World Inference Needs
  ☆185Updated last month
• neuralmagic / nm-vllm
  A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆257Updated 3 months ago
• efeslab / fiddler
  [ICLR'25] Fast Inference of MoE Models with CPU-GPU Orchestration
  ☆180Updated 2 months ago
• Infini-AI-Lab / MagicDec
  [ICLR2025] Breaking Throughput-Latency Trade-off for Long Sequences with Speculative Decoding
  ☆105Updated last month
• triton-inference-server / vllm_backend
  ☆218Updated this week
• fw-ai / benchmark
  Benchmark suite for LLMs from Fireworks.ai
  ☆64Updated last month
• GreenBitAI / green-bit-llm
  A toolkit for fine-tuning, inferencing, and evaluating GreenBitAI's LLMs.
  ☆80Updated last week
• EmbeddedLLM / vllm
  vLLM: A high-throughput and memory-efficient inference and serving engine for LLMs
  ☆88Updated this week
• SqueezeBits / QUICK
  QUICK: Quantization-aware Interleaving and Conflict-free Kernel for efficient LLM inference
  ☆114Updated 10 months ago
• hamelsmu / llama-inference
  experiments with inference on llama
  ☆104Updated 7 months ago
• SqueezeAILab / KVQuant
  [NeurIPS 2024] KVQuant: Towards 10 Million Context Length LLM Inference with KV Cache Quantization
  ☆327Updated 5 months ago
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆192Updated last month
• arcee-ai / PruneMe
  Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models
  ☆212Updated 9 months ago
• nyunAI / PruneGPT
  ☆52Updated 7 months ago
• huggingface / optimum-tpu
  Google TPU optimizations for transformers models
  ☆90Updated last week
• samchaineau / llm_slerp_generation
  Repo hosting codes and materials related to speeding LLMs' inference using token merging.
  ☆34Updated 9 months ago
• VITA-Group / Q-GaLore
  Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.
  ☆190Updated 6 months ago
• neuralmagic / compressed-tensors
  A safetensors extension to efficiently store sparse quantized tensors on disk
  ☆66Updated this week
• jeffreysijuntan / lloco
  The official repo for "LLoCo: Learning Long Contexts Offline"
  ☆114Updated 7 months ago
• wejoncy / QLLM
  A general 2-8 bits quantization toolbox with GPTQ/AWQ/HQQ/VPTQ, and export to onnx/onnx-runtime easily.
  ☆155Updated this week
• mlc-ai / llm-perf-bench
  ☆116Updated 9 months ago
• NVIDIA / kvpress
  LLM KV cache compression made easy
  ☆356Updated this week
• IsaacRe / vllm-kvcompress
  KV cache compression for high-throughput LLM inference
  ☆109Updated this week
• FasterDecoding / BitDelta
  ☆192Updated last month
• NVIDIA / Star-Attention
  Efficient LLM Inference over Long Sequences
  ☆349Updated last month
• lapp0 / lm-inference-engines
  Comparison of Language Model Inference Engines
  ☆203Updated last month
• huggingface / optimum-benchmark
  🏋️ A unified multi-backend utility for benchmarking Transformers, Timm, PEFT, Diffusers and Sentence-Transformers with full support of O…
  ☆284Updated this week
• apple / ml-recurrent-drafter
  ☆192Updated last week
• yale-sys / prompt-cache
  Modular and structured prompt caching for low-latency LLM inference
  ☆84Updated 2 months ago
• ServiceNow / Fast-LLM
  Accelerating your LLM training to full speed! Made with ❤️ by ServiceNow Research
  ☆125Updated this week