arcee-ai / DistillKitLinks
An Open Source Toolkit For LLM Distillation
☆669Updated last month
Alternatives and similar repositories for DistillKit
Users that are interested in DistillKit are comparing it to the libraries listed below
Sorting:
- [ICLR 2025] Alignment Data Synthesis from Scratch by Prompting Aligned LLMs with Nothing. Your efficient and high-quality synthetic data …☆728Updated 3 months ago
- ☆523Updated 7 months ago
- A library for easily merging multiple LLM experts, and efficiently train the merged LLM.☆484Updated 10 months ago
- Memory optimization and training recipes to extrapolate language models' context length to 1 million tokens, with minimal hardware.☆734Updated 9 months ago
- Official repository for ORPO☆457Updated last year
- Automatic evals for LLMs☆461Updated 2 weeks ago
- Recipes to scale inference-time compute of open models☆1,101Updated last month
- A compact LLM pretrained in 9 days by using high quality data☆317Updated 3 months ago
- OLMoE: Open Mixture-of-Experts Language Models☆798Updated 3 months ago
- EvolKit is an innovative framework designed to automatically enhance the complexity of instructions used for fine-tuning Large Language M…☆229Updated 8 months ago
- A family of compressed models obtained via pruning and knowledge distillation☆343Updated 7 months ago
- ☆946Updated 5 months ago
- [NeurIPS'24 Spotlight, ICLR'25, ICML'25] To speed up Long-context LLMs' inference, approximate and dynamic sparse calculate the attention…☆1,061Updated 2 weeks ago
- Code for Quiet-STaR☆734Updated 10 months ago
- [ACL'24] Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning☆357Updated 10 months ago
- Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends☆1,684Updated last week
- ☆1,025Updated 6 months ago
- Best practices for distilling large language models.☆561Updated last year
- Code for "LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding", ACL 2024☆314Updated 2 months ago
- FuseAI Project☆577Updated 5 months ago
- Transformers-compatible library for applying various compression algorithms to LLMs for optimized deployment with vLLM☆1,616Updated this week
- A project to improve skills of large language models☆456Updated this week
- [ICML'24 Spotlight] LLM Maybe LongLM: Self-Extend LLM Context Window Without Tuning☆656Updated last year
- 🤗 Benchmark Large Language Models Reliably On Your Data☆354Updated last week
- Chat Templates for 🤗 HuggingFace Large Language Models☆681Updated 6 months ago
- Automatically evaluate your LLMs in Google Colab☆646Updated last year
- Generative Representational Instruction Tuning☆657Updated 2 weeks ago
- Automated Identification of Redundant Layer Blocks for Pruning in Large Language Models☆240Updated last year
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, spars…☆341Updated 7 months ago
- Train Models Contrastively in Pytorch☆727Updated 3 months ago