in this repository, i'm going to implement increasingly complex llm inference optimizations
☆86May 22, 2025Updated last year
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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Custom triton kernels for training Karpathy's nanoGPT.☆19Oct 21, 2024Updated last year
- Python module to make coding hassle free!☆10Jun 1, 2021Updated 5 years ago
- ☆15Apr 26, 2025Updated last year
- A package for autoencoders/tokenizers also applyable for 3d medical data.☆21Aug 25, 2026Updated last week
- rl from zero pretrain, can it be done? yes.☆296Sep 28, 2025Updated 11 months ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- ~950 line, minimal, extensible LLM inference engine built from scratch.☆482Jan 9, 2026Updated 7 months ago
- Project code for training LLMs to write better unit tests + code☆22May 19, 2025Updated last year
- Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna☆60Oct 18, 2025Updated 10 months ago
- Retrieve the source code for any model made available on replicate.com!☆36Jan 22, 2024Updated 2 years ago
- Learn CUDA with PyTorch☆456Jun 1, 2026Updated 3 months ago
- A light tensor library in zig.☆77Feb 9, 2025Updated last year
- A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.☆496Mar 10, 2025Updated last year
- coding CUDA everyday!☆78Feb 5, 2026Updated 6 months ago
- ☆30Jun 20, 2024Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- https://github.com/gpu-mode/reference-kernels☆26Jul 4, 2026Updated 2 months ago
- Transformers training in a supercomputer with the 🤗 Stack and Slurm☆15May 9, 2024Updated 2 years ago
- Model Activity Visualiser☆520Apr 9, 2025Updated last year
- An intelligent code optimization system leveraging AI analysis, automated refactoring, and test generation. Built with DSPy and Gradio, i…☆19Feb 1, 2025Updated last year
- Learnings and programs related to CUDA☆439Jun 29, 2025Updated last year
- Following Karpathy with GPT-2 implementation and training, writing lots of comments cause I have memory of a goldfish☆172Jul 31, 2024Updated 2 years ago
- ☆15Dec 21, 2025Updated 8 months ago
- ☆25Oct 10, 2025Updated 10 months ago
- A C++ port of karpathy/micrograd, a tiny scalar-valued autograd engine and a neural net library☆13Nov 24, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- FlexAttention based, minimal vllm-style inference engine for fast Gemma 2 inference.☆358Nov 2, 2025Updated 10 months ago
- Super concise and easily reproducible implementation of a sample LLVM-based compiler with Go.☆19Jan 18, 2026Updated 7 months ago
- ☆81Jun 5, 2024Updated 2 years ago
- Fast LLM Training CodeBase With dynamic strategy choosing [Deepspeed+Megatron+FlashAttention+CudaFusionKernel+Compiler];☆42Jan 4, 2024Updated 2 years ago
- In this repository I have a code and brief explanations of the attempts that I made at the ARC-AGI (2024) challenges :)☆26Nov 11, 2024Updated last year
- a tiny vectorstore implementation built with numpy.☆64Apr 26, 2024Updated 2 years ago
- Local-first RAG application for technical documentation and research papers☆28Jun 26, 2026Updated 2 months ago
- ☆69May 23, 2025Updated last year
- ☆17Apr 29, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- So, I trained a Llama a 130M architecture I coded from ground up to build a small instruct model from scratch. Trained on FineWeb dataset…☆18Mar 26, 2025Updated last year
- A tiny easily hackable implementation of a feature dashboard.☆17Oct 21, 2025Updated 10 months ago
- ☆19Mar 29, 2026Updated 5 months ago
- A synthetic story narration dataset to study small audio LMs.☆31Jan 21, 2024Updated 2 years ago
- A Scheduler for Batched LLM Inference☆19Oct 5, 2025Updated 10 months ago
- SIMD quantization kernels☆93May 29, 2026Updated 3 months ago
- Unofficial Implementation of Selective Attention Transformer☆20Oct 31, 2024Updated last year