golololologol / LLM-Distillery
A pipeline for LLM knowledge distillation
☆98Updated last month
Alternatives and similar repositories for LLM-Distillery:
Users that are interested in LLM-Distillery are comparing it to the libraries listed below
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆207Updated 4 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆117Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆140Updated 6 months ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆128Updated 8 months ago
- ☆74Updated last year
- This is the official repository for Inheritune.☆109Updated last month
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆196Updated 8 months ago
- A toolkit for fine-tuning, inferencing, and evaluating GreenBitAI's LLMs.☆79Updated last week
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆206Updated 10 months ago
- FuseAI Project☆84Updated last month
- ☆113Updated 6 months ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆75Updated last year
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆131Updated 4 months ago
- Code repo for "Agent Instructs Large Language Models to be General Zero-Shot Reasoners"☆104Updated 6 months ago
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆168Updated 2 months ago
- Experiments on speculative sampling with Llama models☆125Updated last year
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆154Updated 9 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆150Updated last year
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 9 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆226Updated 11 months ago
- ☆48Updated 4 months ago
- ☆125Updated last year
- ☆194Updated 3 months ago
- ☆114Updated 6 months ago
- code for training & evaluating Contextual Document Embedding models☆176Updated 2 months ago
- Easy to use, High Performant Knowledge Distillation for LLMs☆54Updated this week
- Data preparation code for CrystalCoder 7B LLM☆44Updated 10 months ago
- Manage scalable open LLM inference endpoints in Slurm clusters☆253Updated 8 months ago
- ☆76Updated 2 months ago
- ☆117Updated 7 months ago