golololologol / LLM-DistilleryLinks
A pipeline for LLM knowledge distillation
☆104Updated 2 months ago
Alternatives and similar repositories for LLM-Distillery
Users that are interested in LLM-Distillery are comparing it to the libraries listed below
Sorting:
- Easy to use, High Performant Knowledge Distillation for LLMs☆85Updated last month
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆129Updated last year
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆225Updated 7 months ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆137Updated 11 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆78Updated last year
- This is the official repository for Inheritune.☆111Updated 4 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆144Updated 9 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆203Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆198Updated 11 months ago
- Lightweight toolkit package to train and fine-tune 1.58bit Language models☆78Updated last month
- ☆76Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆238Updated last year
- FuseAI Project☆87Updated 4 months ago
- Data preparation code for Amber 7B LLM☆91Updated last year
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆173Updated 5 months ago
- ☆53Updated last year
- Multipack distributed sampler for fast padding-free training of LLMs☆191Updated 10 months ago
- Experiments on speculative sampling with Llama models☆128Updated 2 years ago
- ☆198Updated 6 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆118Updated last year
- ☆124Updated 2 months ago
- [ICML 2025] Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale☆251Updated 2 weeks ago
- Low-Rank adapter extraction for fine-tuned transformers models☆173Updated last year
- ☆118Updated 9 months ago
- Pre-training code for Amber 7B LLM☆166Updated last year
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆155Updated last year
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆137Updated 7 months ago
- My fork os allen AI's OLMo for educational purposes.☆30Updated 6 months ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆221Updated 3 months ago
- An easy-to-understand framework for LLM samplers that rewind and revise generated tokens☆140Updated 4 months ago