caiwanxianhust / FasterLLaMALinks
使用 CUDA C++ 实现的 llama 模型推理框架
☆58Updated 8 months ago
Alternatives and similar repositories for FasterLLaMA
Users that are interested in FasterLLaMA are comparing it to the libraries listed below
Sorting:
- A light llama-like llm inference framework based on the triton kernel.☆143Updated this week
- 使用 cutlass 仓库在 ada 架构上实现 fp8 的 flash attention☆74Updated 11 months ago
- A practical way of learning Swizzle☆22Updated 6 months ago
- ☆137Updated last year
- ☆11Updated 4 months ago
- Decoding Attention is specially optimized for MHA, MQA, GQA and MLA using CUDA core for the decoding stage of LLM inference.☆40Updated last month
- ☆149Updated 6 months ago
- ☆89Updated 2 months ago
- ☆31Updated 6 months ago
- ⚡️Write HGEMM from scratch using Tensor Cores with WMMA, MMA and CuTe API, Achieve Peak⚡️ Performance.☆91Updated 2 months ago
- 使用 cutlass 实现 flash-attention 精简版,具有教学意义☆44Updated 11 months ago
- Multiple GEMM operators are constructed with cutlass to support LLM inference.☆18Updated 2 weeks ago
- Performance of the C++ interface of flash attention and flash attention v2 in large language model (LLM) inference scenarios.☆39Updated 5 months ago
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆99Updated 3 weeks ago
- ⚡️FFPA: Extend FlashAttention-2 with Split-D, achieve ~O(1) SRAM complexity for large headdim, 1.8x~3x↑ vs SDPA.🎉☆194Updated 2 months ago
- ☆37Updated last year
- 分层解耦的深度学习推理引擎☆74Updated 5 months ago
- ☆59Updated 8 months ago
- Several optimization methods of half-precision general matrix vector multiplication (HGEMV) using CUDA core.☆63Updated 10 months ago
- A tutorial for CUDA&PyTorch☆150Updated 6 months ago
- Implement Flash Attention using Cute.☆92Updated 7 months ago
- ☆51Updated 2 weeks ago
- A standalone GEMM kernel for fp16 activation and quantized weight, extracted from FasterTransformer☆93Updated 2 weeks ago
- ☆14Updated 11 months ago
- ☆80Updated last week
- Standalone Flash Attention v2 kernel without libtorch dependency☆111Updated 10 months ago
- ☆139Updated last year
- ☆31Updated 2 months ago
- Triton Documentation in Chinese Simplified / Triton 中文文档☆76Updated 3 months ago
- FlagTree is a unified compiler for multiple AI chips, which is forked from triton-lang/triton.☆65Updated this week