GeneZC / MiniMALinks
Code for paper titled "Towards the Law of Capacity Gap in Distilling Language Models"
☆100Updated 11 months ago
Alternatives and similar repositories for MiniMA
Users that are interested in MiniMA are comparing it to the libraries listed below
Sorting:
- Official implementation for 'Extending LLMs’ Context Window with 100 Samples'☆78Updated last year
- Unofficial implementation of AlpaGasus☆91Updated last year
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆203Updated last year
- Reformatted Alignment☆113Updated 9 months ago
- An Experiment on Dynamic NTK Scaling RoPE☆64Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆144Updated 9 months ago
- ☆101Updated 8 months ago
- Spherical Merge Pytorch/HF format Language Models with minimal feature loss.☆129Updated last year
- FuseAI Project☆87Updated 5 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆105Updated 4 months ago
- Self-Alignment with Principle-Following Reward Models☆161Updated last month
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated last year
- We aim to provide the best references to search, select, and synthesize high-quality and large-quantity data for post-training your LLMs.☆57Updated 8 months ago
- Self-Evolved Diverse Data Sampling for Efficient Instruction Tuning☆81Updated last year
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆121Updated 5 months ago
- ☆50Updated last year
- The official implementation of "Ada-LEval: Evaluating long-context LLMs with length-adaptable benchmarks"☆54Updated last month
- Skywork-MoE: A Deep Dive into Training Techniques for Mixture-of-Experts Language Models☆133Updated last year
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]☆144Updated 7 months ago
- Flacuna was developed by fine-tuning Vicuna on Flan-mini, a comprehensive instruction collection encompassing various tasks. Vicuna is al…☆111Updated last year
- This repository contains the joint use of CPO and SimPO method for better reference-free preference learning methods.☆53Updated 10 months ago
- MultilingualSIFT: Multilingual Supervised Instruction Fine-tuning☆90Updated last year
- ☆264Updated last year
- code for Scaling Laws of RoPE-based Extrapolation☆73Updated last year
- Implementations of online merging optimizers proposed by Online Merging Optimizers for Boosting Rewards and Mitigating Tax in Alignment☆75Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆154Updated last year
- 🐋 An unofficial implementation of Self-Alignment with Instruction Backtranslation.☆140Updated last month
- ☆64Updated last year
- ☆97Updated 11 months ago
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)☆137Updated 7 months ago