golololologol / LLM-Distillery
A pipeline for LLM knowledge distillation
☆100Updated last week
Alternatives and similar repositories for LLM-Distillery:
Users that are interested in LLM-Distillery are comparing it to the libraries listed below
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆120Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆142Updated 6 months ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆130Updated 8 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆210Updated 5 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆76Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆205Updated 10 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆150Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆195Updated 8 months ago
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆170Updated 2 months ago
- Code for "Critique Fine-Tuning: Learning to Critique is More Effective than Learning to Imitate"☆135Updated 2 months ago
- Micro Llama is a small Llama based model with 300M parameters trained from scratch with $500 budget☆146Updated last year
- Experiments on speculative sampling with Llama models☆125Updated last year
- ☆74Updated last year
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆230Updated 11 months ago
- ☆112Updated last week
- Data preparation code for Amber 7B LLM☆87Updated 11 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆254Updated 9 months ago
- Multipack distributed sampler for fast padding-free training of LLMs☆187Updated 8 months ago
- FuseAI Project☆85Updated 2 months ago
- Easy to use, High Performant Knowledge Distillation for LLMs☆58Updated this week
- PyTorch building blocks for the OLMo ecosystem☆191Updated this week
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆132Updated 5 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 9 months ago
- ☆48Updated 5 months ago
- Train your own SOTA deductive reasoning model☆83Updated last month
- Offical Repo for "Programming Every Example: Lifting Pre-training Data Quality Like Experts at Scale"☆234Updated last month
- An easy-to-understand framework for LLM samplers that rewind and revise generated tokens☆138Updated last month
- ☆196Updated 4 months ago
- Reproducible, flexible LLM evaluations☆186Updated 2 weeks ago
- ☆117Updated 7 months ago