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Notebook and Scripts that showcase running quantized diffusion models on consumer GPUs

Jupyter Notebook 38 4 Updated Oct 28, 2024

Fast Matrix Multiplications for Lookup Table-Quantized LLMs

C++ 229 8 Updated Feb 23, 2025
Jupyter Notebook 615 70 Updated Dec 10, 2024

The Mojo Programming Language

Mojo 23,736 2,589 Updated Feb 23, 2025

A high-throughput and memory-efficient inference and serving engine for LLMs

Python 259 10 Updated Oct 11, 2024

8-bit CUDA functions for PyTorch Rocm compatible

Python 39 7 Updated Mar 26, 2024

GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection

Python 1,502 152 Updated Oct 28, 2024

Stable Diffusion web UI

Python 148,293 27,705 Updated Feb 18, 2025

A terminal application to view, tail, merge, and search log files (plus JSONL).

Python 3,337 63 Updated Aug 5, 2024

PyTorch native quantization and sparsity for training and inference

Python 1,853 221 Updated Feb 23, 2025

8-bit CUDA functions for PyTorch

Python 42 7 Updated Feb 21, 2025

TensorDict is a pytorch dedicated tensor container.

Python 883 79 Updated Feb 22, 2025
Jupyter Notebook 21 3 Updated May 19, 2024

8-bit CUDA functions for PyTorch

Python 1 1 Updated Jun 4, 2024
Python 3 Updated Jul 19, 2024

Doing simple retrieval from LLM models at various context lengths to measure accuracy

Python 100 1 Updated Apr 4, 2024

Train transformer language models with reinforcement learning.

Python 11,913 1,602 Updated Feb 23, 2025

A more memory-efficient rewrite of the HF transformers implementation of Llama for use with quantized weights.

Python 2,827 221 Updated Sep 30, 2023

OpenChat: Advancing Open-source Language Models with Imperfect Data

Python 5,308 406 Updated Sep 13, 2024

DL course co-developed by YSDA, HSE and Skoltech

Jupyter Notebook 1 1 Updated Jun 6, 2023

Go ahead and axolotl questions

Python 8,688 961 Updated Feb 23, 2025

Large Context Attention

Python 684 53 Updated Jan 24, 2025

[NeurIPS'23 Oral] Visual Instruction Tuning (LLaVA) built towards GPT-4V level capabilities and beyond.

Python 21,552 2,368 Updated Aug 12, 2024

Separate test code from test cases in pytest.

Python 353 39 Updated Jan 1, 2025

Instruct-tune LLaMA on consumer hardware

Jupyter Notebook 18,810 2,225 Updated Jul 29, 2024

The OpenTF Manifesto expresses concern over HashiCorp's switch of the Terraform license from open-source to the Business Source License (BSL) and calls for the tool's return to a truly open-source …

HTML 36,124 1,083 Updated Nov 1, 2024

Copier template for PDM projects

Jinja 29 13 Updated Feb 20, 2024

A post-modern modal text editor.

Rust 36,018 2,672 Updated Feb 22, 2025

The fastai deep learning library

Jupyter Notebook 26,661 7,579 Updated Dec 14, 2024

The Fast Cross-Platform Package Manager

C++ 7,150 382 Updated Feb 21, 2025
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