AnswerDotAI / fsdp_qloraLinks
Training LLMs with QLoRA + FSDP
☆1,529Updated 10 months ago
Alternatives and similar repositories for fsdp_qlora
Users that are interested in fsdp_qlora are comparing it to the libraries listed below
Sorting:
- Reaching LLaMA2 Performance with 0.1M Dollars☆986Updated last year
- ☆1,004Updated 7 months ago
- Accelerate your Hugging Face Transformers 7.6-9x. Native to Hugging Face and PyTorch.☆687Updated last year
- Official Pytorch repository for Extreme Compression of Large Language Models via Additive Quantization https://arxiv.org/pdf/2401.06118.p…☆1,297Updated last month
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,401Updated last year
- GaLore: Memory-Efficient LLM Training by Gradient Low-Rank Projection☆1,609Updated 11 months ago
- A simple, performant and scalable Jax LLM!☆1,907Updated this week
- Run Mixtral-8x7B models in Colab or consumer desktops☆2,324Updated last year
- ☆447Updated last year
- Train Models Contrastively in Pytorch☆749Updated 6 months ago
- Minimalistic large language model 3D-parallelism training☆2,239Updated 3 weeks ago
- The official implementation of Self-Play Fine-Tuning (SPIN)☆1,203Updated last year
- Freeing data processing from scripting madness by providing a set of platform-agnostic customizable pipeline processing blocks.☆2,645Updated this week
- Official implementation of Half-Quadratic Quantization (HQQ)☆877Updated 3 weeks ago
- Simple and efficient pytorch-native transformer text generation in <1000 LOC of python.☆6,113Updated last month
- PyTorch compiler that accelerates training and inference. Get built-in optimizations for performance, memory, parallelism, and easily wri…☆1,415Updated last week
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,854Updated last year
- A PyTorch native platform for training generative AI models☆4,476Updated this week
- llama3.np is a pure NumPy implementation for Llama 3 model.☆989Updated 5 months ago
- AutoAWQ implements the AWQ algorithm for 4-bit quantization with a 2x speedup during inference. Documentation:☆2,248Updated 4 months ago
- YaRN: Efficient Context Window Extension of Large Language Models☆1,613Updated last year
- Fine-tune mistral-7B on 3090s, a100s, h100s☆717Updated last year
- ☆866Updated last year
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆912Updated 5 months ago
- PyTorch native post-training library☆5,508Updated last week
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,596Updated last year
- Extend existing LLMs way beyond the original training length with constant memory usage, without retraining☆721Updated last year
- [ICML 2024] Break the Sequential Dependency of LLM Inference Using Lookahead Decoding☆1,282Updated 6 months ago
- ☆570Updated last year
- LLM Transparency Tool (LLM-TT), an open-source interactive toolkit for analyzing internal workings of Transformer-based language models. …☆836Updated 9 months ago