in this repository, i'm going to implement increasingly complex llm inference optimizations
☆84May 22, 2025Updated 10 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Python module to make coding hassle free!☆10Jun 1, 2021Updated 4 years ago
- Custom triton kernels for training Karpathy's nanoGPT.☆19Oct 21, 2024Updated last year
- Code from the CMU LM inference fall 2025 edition.☆35Dec 7, 2025Updated 3 months ago
- ☆16Jan 26, 2025Updated last year
- Tutorials for Triton, a language for writing gpu kernels☆74Aug 23, 2023Updated 2 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆15Apr 26, 2025Updated 11 months ago
- Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna☆59Oct 18, 2025Updated 5 months ago
- ☆30Jun 20, 2024Updated last year
- Collection of autoregressive model implementation☆85Feb 23, 2026Updated last month
- Model Activity Visualiser☆522Apr 9, 2025Updated 11 months ago
- ☆14Dec 21, 2025Updated 3 months ago
- Learn CUDA with PyTorch☆253Mar 14, 2026Updated last week
- SIMD quantization kernels☆93Sep 7, 2025Updated 6 months ago
- a tiny vectorstore implementation built with numpy.☆64Apr 26, 2024Updated last year
- 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.
- A tiny easily hackable implementation of a feature dashboard.☆16Oct 21, 2025Updated 5 months ago
- 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…☆17Mar 26, 2025Updated 11 months ago
- Following Karpathy with GPT-2 implementation and training, writing lots of comments cause I have memory of a goldfish☆171Jul 31, 2024Updated last year
- ☆12Sep 25, 2024Updated last year
- Matrix Methods In Data Analysis, Signal Processing, And Machine Learning☆10Sep 2, 2018Updated 7 years ago
- Stream of my favorite papers and links☆44Feb 15, 2026Updated last month
- ☆10Updated this week
- NanoGPT (124M) in 5 minutes☆15Feb 14, 2025Updated last year
- Benchmarking Goal-Oriented Software Engineering☆123Jan 7, 2026Updated 2 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- A locally trained model of Stoney Nakoda has been developed and released. You can access the working model here or train your own instanc…☆10Oct 29, 2025Updated 4 months ago
- Learning to race on F1 tracks using Deep Reinforcement Learning☆17Dec 24, 2022Updated 3 years ago
- Faster Whisper ASR transcription with CTranslate2☆24Oct 25, 2024Updated last year
- ☆12Jan 19, 2024Updated 2 years ago
- hakken is a coding agent which needs hell lot of context☆31Dec 4, 2025Updated 3 months ago
- Accelerate LLM preference tuning via prefix sharing with a single line of code☆51Jul 4, 2025Updated 8 months ago
- MishformerLens intends to be a drop-in replacement for TransformerLens that AST patches HuggingFace Transformers rather than implementing…☆10Oct 7, 2024Updated last year
- Voila! A smart automatic pet feeder using Arduino Uno + RTC time module for scheduling + multiple sensors.☆10Jun 4, 2024Updated last year
- Retrieve the source code for any model made available on replicate.com!☆36Jan 22, 2024Updated 2 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- All the content of my youtube channel : https://youtube.com/@florenzerstling?si=7t10PBr6MDha74PO☆14May 28, 2025Updated 9 months ago
- A curated list of resources for learning and exploring Triton, OpenAI's programming language for writing efficient GPU code.☆466Mar 10, 2025Updated last year
- Python Script for Structuring data from SEC Form D filings using DuckDB and Python with a display layer using Evidence☆28Aug 17, 2024Updated last year
- The Algoz on-chain captcha smart contract repository.☆10Aug 3, 2022Updated 3 years ago
- Learnings and programs related to CUDA☆435Jun 29, 2025Updated 8 months ago
- A single repo with all scripts and utils to train / fine-tune the Mamba model with or without FIM☆61Apr 8, 2024Updated last year
- ☆29Nov 9, 2025Updated 4 months ago