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:
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆123Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆143Updated 8 months ago
- Easy to use, High Performant Knowledge Distillation for LLMs☆85Updated 3 weeks ago
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆78Updated last year
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆136Updated 10 months ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆236Updated last year
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆220Updated 7 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆202Updated last year
- Q-GaLore: Quantized GaLore with INT4 Projection and Layer-Adaptive Low-Rank Gradients.☆199Updated 10 months ago
- Multipack distributed sampler for fast padding-free training of LLMs☆188Updated 9 months ago
- Load multiple LoRA modules simultaneously and automatically switch the appropriate combination of LoRA modules to generate the best answe…☆151Updated last year
- My fork os allen AI's OLMo for educational purposes.☆30Updated 5 months ago
- ☆76Updated last year
- This is the official repository for Inheritune.☆111Updated 3 months ago
- Data preparation code for Amber 7B LLM☆90Updated last year
- GPTQLoRA: Efficient Finetuning of Quantized LLMs with GPTQ☆103Updated 2 years ago
- ☆121Updated last month
- Experiments on speculative sampling with Llama models☆126Updated last year
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆171Updated 4 months ago
- ☆53Updated last year
- Manage scalable open LLM inference endpoints in Slurm clusters☆258Updated 10 months ago
- FuseAI Project☆87Updated 4 months ago
- Pre-training code for Amber 7B LLM☆166Updated last year
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆149Updated last month
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆217Updated 2 months ago
- ☆47Updated 9 months ago
- Code for paper titled "Towards the Law of Capacity Gap in Distilling Language Models"☆100Updated 10 months ago
- An efficent implementation of the method proposed in "The Era of 1-bit LLMs"☆153Updated 7 months ago
- Merge Transformers language models by use of gradient parameters.☆206Updated 9 months ago
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆135Updated 6 months ago