Alternatives and similar repositories for awesome-lm-system:

Users that are interested in awesome-lm-system are comparing it to the libraries listed below

• feifeibear / Odysseus-Transformer
  Odysseus: Playground of LLM Sequence Parallelism
  ☆66Updated 9 months ago
• AlibabaPAI / FLASHNN
  ☆87Updated 6 months ago
• microsoft / chunk-attention
  ☆64Updated 3 months ago
• LeiWang1999 / AutoGPTQ.tvm
  GPTQ inference TVM kernel
  ☆39Updated 10 months ago
• tgale96 / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆73Updated 4 months ago
• InternLM / turbomind
  ☆74Updated 3 months ago
• thu-pacman / SmartMoE-AE
  ATC23 AE
  ☆45Updated last year
• d-matrix-ai / keyformer-llm
  ☆52Updated 11 months ago
• feifeibear / ChituAttention
  Quantized Attention on GPU
  ☆45Updated 3 months ago
• thu-pacman / FasterMoE
  ☆80Updated 2 years ago
• tlc-pack / cutlass_fpA_intB_gemm
  A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer
  ☆89Updated 3 weeks ago
• Gaffey / ExCP
  Official implementation of ICML 2024 paper "ExCP: Extreme LLM Checkpoint Compression via Weight-Momentum Joint Shrinking".
  ☆46Updated 8 months ago
• feifeibear / LLMRoofline
  Compare different hardware platforms via the Roofline Model for LLM inference tasks.
  ☆93Updated last year
• AniZpZ / AutoSmoothQuant
  An easy-to-use package for implementing SmoothQuant for LLMs
  ☆94Updated 10 months ago
• Bruce-Lee-LY / flash_attention_inference
  Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.
  ☆35Updated 3 weeks ago
• InternLM / Awesome-LLM-Training-System
  ☆29Updated 7 months ago
• Raincleared-Song / sparse_gpu_operator
  GPU operators for sparse tensor operations
  ☆30Updated last year
• andy-yang-1 / DoubleSparse
  16-fold memory access reduction with nearly no loss
  ☆81Updated last month
• Equationliu / Kangaroo
  [NeurIPS 2024] The official implementation of "Kangaroo: Lossless Self-Speculative Decoding for Accelerating LLMs via Double Early Exitin…
  ☆51Updated 8 months ago
• AlibabaResearch / flash-llm
  Flash-LLM: Enabling Cost-Effective and Highly-Efficient Large Generative Model Inference with Unstructured Sparsity
  ☆201Updated last year
• Bruce-Lee-LY / decoding_attention
  Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.
  ☆35Updated last week
• kwai / Megatron-Kwai
  [USENIX ATC '24] Accelerating the Training of Large Language Models using Efficient Activation Rematerialization and Optimal Hybrid Paral…
  ☆51Updated 7 months ago
• zhuohan123 / terapipe
  ☆72Updated 3 years ago
• tlc-pack / libflash_attn
  Standalone Flash Attention v2 kernel without libtorch dependency
  ☆105Updated 6 months ago
• microsoft / SparTA
  ☆137Updated 7 months ago
• INT-FlashAttention2024 / INT-FlashAttention
  ☆64Updated last month
• fanshiqing / grouped_gemm
  PyTorch bindings for CUTLASS grouped GEMM.
  ☆105Updated 2 months ago
• ruikangliu / FlatQuant
  Official PyTorch implementation of FlatQuant: Flatness Matters for LLM Quantization
  ☆108Updated last month