Digitous / LLM-SLERP-MergeLinks
Spherical Merge Pytorch/HF format Language Models with minimal feature loss.
☆138Updated 2 years ago
Alternatives and similar repositories for LLM-SLERP-Merge
Users that are interested in LLM-SLERP-Merge are comparing it to the libraries listed below
Sorting:
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆147Updated last year
- ☆77Updated last year
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆158Updated last year
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆80Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆204Updated last year
- This is the official repository for Inheritune.☆115Updated 8 months ago
- A pipeline for LLM knowledge distillation☆109Updated 6 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆240Updated 11 months ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆150Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆117Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆201Updated last year
- ☆127Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆249Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆102Updated 2 years ago
- Experiments on speculative sampling with Llama models☆125Updated 2 years ago
- ☆201Updated 10 months ago
- Code for paper titled "Towards the Law of Capacity Gap in Distilling Language Models"☆102Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆201Updated last year
- ☆128Updated last year
- ☆155Updated last year
- Merge Transformers language models by use of gradient parameters.☆208Updated last year
- Small and Efficient Mathematical Reasoning LLMs☆72Updated last year
- FuseAI Project☆87Updated 8 months ago
- 🚢 Data Toolkit for Sailor Language Models☆94Updated 7 months ago
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆144Updated 11 months ago
- Code for PHATGOOSE introduced in "Learning to Route Among Specialized Experts for Zero-Shot Generalization"☆90Updated last year
- The official evaluation suite and dynamic data release for MixEval.☆250Updated 11 months ago
- QLoRA: Efficient Finetuning of Quantized LLMs☆76Updated last year
- ☆96Updated 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