uukuguy / multi_lorasLinks
Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answer based on user queries.
☆158Updated last year
Alternatives and similar repositories for multi_loras
Users that are interested in multi_loras are comparing it to the libraries listed below
Sorting:
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆138Updated 2 years ago
- Low-Rank adapter extraction for fine-tuned transformers models☆177Updated last year
- Merge Transformers language models by use of gradient parameters.☆208Updated last year
- This is our own implementation of 'Layer Selective Rank Reduction'☆239Updated last year
- QLoRA: Efficient Finetuning of Quantized LLMs☆76Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆202Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆249Updated last year
- Steer LLM outputs towards a certain topic/subject and enhance response capabilities using activation engineering by adding steering vecto…☆246Updated 8 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆147Updated last year
- A bagel, with everything.☆324Updated last year
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆240Updated 11 months ago
- This is the official repository for Inheritune.☆115Updated 8 months ago
- ☆119Updated last year
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆172Updated 9 months ago
- ☆312Updated last year
- Official repo for "Make Your LLM Fully Utilize the Context"☆259Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆201Updated last year
- An easy-to-understand framework for LLM samplers that rewind and revise generated tokens☆145Updated 8 months ago
- Convenient wrapper for fine-tuning and inference of Large Language Models (LLMs) with several quantization techniques (GTPQ, bitsandbytes…☆146Updated 2 years ago
- ModuleFormer is a MoE-based architecture that includes two different types of experts: stick-breaking attention heads and feedforward exp…☆224Updated last month
- ☆77Updated last year
- The Truth Is In There: Improving Reasoning in Language Models with Layer-Selective Rank Reduction☆388Updated last year
- an implementation of Self-Extend, to expand the context window via grouped attention☆118Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago
- A pipeline for LLM knowledge distillation☆109Updated 6 months ago
- ☆202Updated 10 months ago
- Just a bunch of benchmark logs for different LLMs☆118Updated last year
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆494Updated last year
- An unsupervised model merging algorithm for Transformers-based language models.☆106Updated last year