nikhil-ghosh-berkeley / loraplus
☆200Updated 4 months ago
Related projects ⓘ
Alternatives and complementary repositories for loraplus
- PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models(NeurIPS 2024 Spotlight)☆265Updated this week
- Implementation of DoRA☆283Updated 5 months ago
- ☆199Updated 5 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆307Updated 7 months ago
- Official code for ReLoRA from the paper Stack More Layers Differently: High-Rank Training Through Low-Rank Updates☆435Updated 7 months ago
- ☆247Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆122Updated 6 months ago
- Official PyTorch implementation of QA-LoRA☆117Updated 8 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆129Updated 2 months ago
- Code for Adam-mini: Use Fewer Learning Rates To Gain More https://arxiv.org/abs/2406.16793☆328Updated 3 weeks ago
- ☆153Updated 9 months ago
- Official repository of NEFTune: Noisy Embeddings Improves Instruction Finetuning☆384Updated 6 months ago
- Multipack distributed sampler for fast padding-free training of LLMs☆178Updated 3 months ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆139Updated 2 months ago
- Code for exploring Based models from "Simple linear attention language models balance the recall-throughput tradeoff"☆214Updated this week
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆97Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆173Updated 4 months ago
- MoRA: High-Rank Updating for Parameter-Efficient Fine-Tuning☆341Updated 3 months ago
- Code accompanying the paper "Massive Activations in Large Language Models"☆123Updated 8 months ago
- BABILong is a benchmark for LLM evaluation using the needle-in-a-haystack approach.☆157Updated this week
- ☆175Updated this week
- LoRA and DoRA from Scratch Implementations☆188Updated 8 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆199Updated 6 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆135Updated 5 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆196Updated 7 months ago
- The official implementation of the paper "What Matters in Transformers? Not All Attention is Needed".☆143Updated last week
- ☆184Updated last month
- Implementation of CALM from the paper "LLM Augmented LLMs: Expanding Capabilities through Composition", out of Google Deepmind☆169Updated 2 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆112Updated last year
- open-source code for paper: Retrieval Head Mechanistically Explains Long-Context Factuality☆160Updated 3 months ago