fangpin / llm-from-scratchLinks
Build LLM from scratch
☆56Updated last week
Alternatives and similar repositories for llm-from-scratch
Users that are interested in llm-from-scratch are comparing it to the libraries listed below
Sorting:
- Course materials for MIT6.5940: TinyML and Efficient Deep Learning Computing☆60Updated 10 months ago
- Gensis is a lightweight deep learning framework written from scratch in Python, with Triton as its backend for high-performance computing…☆38Updated last week
- an implementation of parallel skills like amp, ddp, pp, tp for learning purposes☆14Updated 2 years ago
- 2025夏季训练营训练方向项目☆15Updated 3 months ago
- Tiny-Megatron, a minimalistic re-implementation of the Megatron library☆17Updated 2 months ago
- 注释的nano_vllm仓库,并且完成了MiniCPM4的适配以及注册新模型的功能☆101Updated 3 months ago
- LLM Inference with Deep Learning Accelerator.☆54Updated 10 months ago
- DLSlime: Flexible & Efficient Heterogeneous Transfer Toolkit☆82Updated this week
- ☆44Updated last month
- Implement some method of LLM KV Cache Sparsity☆42Updated last year
- A simple calculation for LLM MFU.☆50Updated 2 months ago
- [DAC'25] Official implement of "HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference"☆90Updated 5 months ago
- PyTorch distributed training from scratch (for educational purposes only)☆19Updated 7 months ago
- A PyTorch-like deep learning framework. Just for fun.☆156Updated 2 years ago
- [ICLR 2025] PEARL: Parallel Speculative Decoding with Adaptive Draft Length☆131Updated last month
- [NeurIPS 2024] Efficient LLM Scheduling by Learning to Rank☆64Updated last year
- ☆45Updated 7 months ago
- ☆44Updated last year
- Code release for book "Efficient Training in PyTorch"☆112Updated 7 months ago
- ☆149Updated 4 months ago
- A lightweight reinforcement learning framework that integrates seamlessly into your codebase, empowering developers to focus on algorithm…☆83Updated 3 months ago
- Pipeline-Parallel Lecture: Simplest Dualpipe Implementation.☆27Updated 2 months ago
- DeepSeek Native Sparse Attention pytorch implementation☆108Updated 3 weeks ago
- APRIL: Active Partial Rollouts in Reinforcement Learning to Tame Long-tail Generation. A system-level optimization for scalable LLM tra…☆44Updated last month
- Bridge Megatron-Core to Hugging Face/Reinforcement Learning☆164Updated this week
- Compare different hardware platforms via the Roofline Model for LLM inference tasks.☆119Updated last year
- LLM Inference via Triton (Flexible & Modular): Focused on Kernel Optimization using CUBIN binaries, Starting from gpt-oss Model☆56Updated last month
- llm theoretical performance analysis tools and support params, flops, memory and latency analysis.☆113Updated 4 months ago
- Official Repo for "SplitQuant / LLM-PQ: Resource-Efficient LLM Offline Serving on Heterogeneous GPUs via Phase-Aware Model Partition and …☆35Updated 3 months ago
- A high-performance distributed deep learning system targeting large-scale and automated distributed training. If you have any interests, …☆123Updated last year