Nicolas-BZRD / llm-distillationLinks
☆10Updated 11 months ago
Alternatives and similar repositories for llm-distillation
Users that are interested in llm-distillation are comparing it to the libraries listed below
Sorting:
- ☆31Updated last year
- [ACL'24 Oral] Analysing The Impact of Sequence Composition on Language Model Pre-Training☆23Updated last year
- Code Implementation for "NASH: A Simple Unified Framework of Structured Pruning for Accelerating Encoder-Decoder Language Models" (EMNLP …☆17Updated 2 years ago
- Repository for "Propagating Knowledge Updates to LMs Through Distillation" (NeurIPS 2023).☆26Updated last year
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆56Updated 2 years ago
- Code release for Dataless Knowledge Fusion by Merging Weights of Language Models (https://openreview.net/forum?id=FCnohuR6AnM)☆92Updated 2 years ago
- Long Context Extension and Generalization in LLMs☆62Updated last year
- Official code repo for paper "Great Memory, Shallow Reasoning: Limits of kNN-LMs"☆23Updated 8 months ago
- Exploration of automated dataset selection approaches at large scales.☆53Updated 10 months ago
- ☆64Updated last year
- ☆76Updated last year
- Benchmarking Benchmark Leakage in Large Language Models☆58Updated last year
- ☆34Updated 2 years ago
- The source code of our work "Prepacking: A Simple Method for Fast Prefilling and Increased Throughput in Large Language Models" [AISTATS …☆60Updated last year
- A Kernel-Based View of Language Model Fine-Tuning https://arxiv.org/abs/2210.05643☆78Updated 2 years ago
- Repo for ICML23 "Why do Nearest Neighbor Language Models Work?"☆59Updated 2 years ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆110Updated 10 months ago
- Lightweight tool to identify Data Contamination in LLMs evaluation☆53Updated last year
- Adding new tasks to T0 without catastrophic forgetting☆33Updated 3 years ago
- ☆23Updated 3 weeks ago
- Code for "Tracing Knowledge in Language Models Back to the Training Data"☆39Updated 3 years ago
- Pile Deduplication Code☆19Updated 2 years ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated last year
- Codebase for Hyperdecoders https://arxiv.org/abs/2203.08304☆13Updated 3 years ago
- Code for ICML 25 paper "Metadata Conditioning Accelerates Language Model Pre-training (MeCo)"☆48Updated 6 months ago
- [NAACL 2025] A Closer Look into Mixture-of-Experts in Large Language Models☆56Updated 11 months ago
- Source code of "Reasons to Reject? Aligning Language Models with Judgments"☆58Updated last year
- ☆57Updated last year
- Repo for the paper "Large Language Models Struggle to Learn Long-Tail Knowledge"☆78Updated 2 years ago
- The official code of EMNLP 2022, "SCROLLS: Standardized CompaRison Over Long Language Sequences".☆69Updated last year