facebookresearch / MobileLLMLinks
MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.
☆1,401Updated 8 months ago
Alternatives and similar repositories for MobileLLM
Users that are interested in MobileLLM are comparing it to the libraries listed below
Sorting:
- TinyChatEngine: On-Device LLM Inference Library☆932Updated last year
- DataComp for Language Models☆1,401Updated 3 months ago
- [ICLR 2025] Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling☆930Updated last month
- Everything about the SmolLM and SmolVLM family of models☆3,448Updated last month
- 🍃 MINT-1T: A one trillion token multimodal interleaved dataset.☆827Updated last year
- [ICLR-2025-SLLM Spotlight 🔥]MobiLlama : Small Language Model tailored for edge devices☆668Updated 7 months ago
- Official implementation of Half-Quadratic Quantization (HQQ)☆902Updated this week
- VPTQ, A Flexible and Extreme low-bit quantization algorithm☆670Updated 7 months ago
- OLMoE: Open Mixture-of-Experts Language Models☆930Updated 3 months ago
- [MLSys 2024 Best Paper Award] AWQ: Activation-aware Weight Quantization for LLM Compression and Acceleration☆3,389Updated 5 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,166Updated 2 months ago
- Minimalistic large language model 3D-parallelism training☆2,365Updated last week
- A family of open-sourced Mixture-of-Experts (MoE) Large Language Models☆1,642Updated last year
- Recipes to scale inference-time compute of open models☆1,120Updated 7 months ago
- Repository for Meta Chameleon, a mixed-modal early-fusion foundation model from FAIR.☆2,068Updated last year
- Reaching LLaMA2 Performance with 0.1M Dollars☆988Updated last year
- TinyGPT-V: Efficient Multimodal Large Language Model via Small Backbones☆1,305Updated last year
- A pytorch quantization backend for optimum☆1,019Updated last month
- Open weights language model from Google DeepMind, based on Griffin.☆656Updated 6 months ago
- Code for BLT research paper☆2,018Updated last month
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters☆1,882Updated last year
- A modern model graph visualizer and debugger☆1,349Updated last week
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆2,202Updated last week
- Reference implementation of Megalodon 7B model☆527Updated 7 months ago
- Implementation of the training framework proposed in Self-Rewarding Language Model, from MetaAI☆1,406Updated last year
- This repository provides the code and model checkpoints for AIMv1 and AIMv2 research projects.☆1,390Updated 4 months ago
- Serving multiple LoRA finetuned LLM as one☆1,126Updated last year
- llama3.np is a pure NumPy implementation for Llama 3 model.☆992Updated 7 months ago
- Muon is Scalable for LLM Training☆1,387Updated 4 months ago
- PyTorch native quantization and sparsity for training and inference☆2,576Updated last week