triton-inference-server / fastertransformer_backend

Related projects ⓘ

Alternatives and complementary repositories for fastertransformer_backend

• fpgaminer / GPTQ-triton
  GPTQ inference Triton kernel
  ☆283Updated last year
• IST-DASLab / marlin
  FP16xINT4 LLM inference kernel that can achieve near-ideal ~4x speedups up to medium batchsizes of 16-32 tokens.
  ☆611Updated 2 months ago
• huggingface / transformers-bloom-inference
  Fast Inference Solutions for BLOOM
  ☆560Updated last month
• bytedance / effective_transformer
  Running BERT without Padding
  ☆460Updated 2 years ago
• triton-inference-server / tensorrtllm_backend
  The Triton TensorRT-LLM Backend
  ☆703Updated this week
• triton-inference-server / vllm_backend
  ☆189Updated this week
• triton-inference-server / backend
  Common source, scripts and utilities for creating Triton backends.
  ☆293Updated this week
• punica-ai / punica
  Serving multiple LoRA finetuned LLM as one
  ☆979Updated 6 months ago
• anyscale / llm-continuous-batching-benchmarks
  ☆109Updated 7 months ago
• Azure / MS-AMP
  Microsoft Automatic Mixed Precision Library
  ☆522Updated last month
• triton-inference-server / model_analyzer
  Triton Model Analyzer is a CLI tool to help with better understanding of the compute and memory requirements of the Triton Inference Serv…
  ☆426Updated this week
• Vahe1994 / SpQR
  ☆527Updated 9 months ago
• NetEase-FuXi / EETQ
  Easy and Efficient Quantization for Transformers
  ☆178Updated 3 months ago
• mlc-ai / tokenizers-cpp
  Universal cross-platform tokenizers binding to HF and sentencepiece
  ☆273Updated 2 months ago
• tpoisonooo / llama.onnx
  LLaMa/RWKV onnx models, quantization and testcase
  ☆350Updated last year
• bytedance / ByteTransformer
  optimized BERT transformer inference on NVIDIA GPU. https://arxiv.org/abs/2210.03052
  ☆457Updated 7 months ago
• efeslab / Nanoflow
  A throughput-oriented high-performance serving framework for LLMs
  ☆629Updated last month
• bigscience-workshop / data-preparation
  Code used for sourcing and cleaning the BigScience ROOTS corpus
  ☆305Updated last year
• triton-inference-server / onnxruntime_backend
  The Triton backend for the ONNX Runtime.
  ☆129Updated this week
• triton-inference-server / python_backend
  Triton backend that enables pre-process, post-processing and other logic to be implemented in Python.
  ☆544Updated this week
• neuralmagic / AutoFP8
  ☆156Updated last month
• flashinfer-ai / flashinfer
  FlashInfer: Kernel Library for LLM Serving
  ☆1,395Updated this week
• hpcaitech / EnergonAI
  Large-scale model inference.
  ☆630Updated last year
• SqueezeAILab / SqueezeLLM
  [ICML 2024] SqueezeLLM: Dense-and-Sparse Quantization
  ☆642Updated 2 months ago
• bigscience-workshop / Megatron-DeepSpeed
  Ongoing research training transformer language models at scale, including: BERT & GPT-2
  ☆1,335Updated 7 months ago
• cli99 / llm-analysis
  Latency and Memory Analysis of Transformer Models for Training and Inference
  ☆352Updated 5 months ago
• hpcaitech / PaLM-colossalai
  Scalable PaLM implementation of PyTorch
  ☆192Updated last year
• lapp0 / lm-inference-engines
  Comparison of Language Model Inference Engines
  ☆189Updated 2 months ago
• hao-ai-lab / LookaheadDecoding
  [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding
  ☆1,143Updated 3 weeks ago
• pytorch / PiPPy
  Pipeline Parallelism for PyTorch
  ☆725Updated 2 months ago