naklecha / llm-inference-optimizations-explainedLinks
in this repository, i'm going to implement increasingly complex llm inference optimizations
☆68Updated 3 months ago
Alternatives and similar repositories for llm-inference-optimizations-explained
Users that are interested in llm-inference-optimizations-explained are comparing it to the libraries listed below
Sorting:
- Following master Karpathy with GPT-2 implementation and training, writing lots of comments cause I have memory of a goldfish☆172Updated last year
- rl from zero pretrain, can it be done? yes.☆265Updated 3 weeks ago
- ☆46Updated 5 months ago
- an open source reproduction of NVIDIA's nGPT (Normalized Transformer with Representation Learning on the Hypersphere)☆105Updated 6 months ago
- NanoGPT-speedrunning for the poor T4 enjoyers☆71Updated 4 months ago
- SIMD quantization kernels☆87Updated last week
- small auto-grad engine inspired from Karpathy's micrograd and PyTorch☆276Updated 9 months ago
- A repository to unravel the language of GPUs, making their kernel conversations easy to understand☆193Updated 3 months ago
- working implimention of deepseek MLA☆44Updated 8 months ago
- Learning about CUDA by writing PTX code.☆135Updated last year
- Simple Transformer in Jax☆139Updated last year
- A really tiny autograd engine☆94Updated 3 months ago
- Training-Ready RL Environments + Evals☆90Updated this week
- A simple MLX implementation for pretraining LLMs on Apple Silicon.☆83Updated 3 weeks ago
- PTX-Tutorial Written Purely By AIs (Deep Research of Openai and Claude 3.7)☆66Updated 5 months ago
- Collection of autoregressive model implementation☆86Updated 4 months ago
- An extension of the nanoGPT repository for training small MOE models.☆185Updated 6 months ago
- ☆68Updated 3 months ago
- Learnings and programs related to CUDA☆418Updated 2 months ago
- FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.☆269Updated last month
- Exploring Applications of GRPO☆247Updated 3 weeks ago
- Simple & Scalable Pretraining for Neural Architecture Research☆291Updated 3 weeks ago
- look how they massacred my boy☆64Updated 10 months ago
- 👷 Build compute kernels☆136Updated this week
- Compiling useful links, papers, benchmarks, ideas, etc.☆45Updated 5 months ago
- This repository contain the simple llama3 implementation in pure jax.☆68Updated 6 months ago
- ☆216Updated 7 months ago
- pytorch from scratch in pure C/CUDA and python☆40Updated 11 months ago
- The Automated LLM Speedrunning Benchmark measures how well LLM agents can reproduce previous innovations and discover new ones in languag…☆96Updated last month
- NSA Triton Kernels written with GPT5 and Opus 4.1☆65Updated last month