shoaibahmed / llm_depth_pruning
Official implementation of the paper: "A deeper look at depth pruning of LLMs"
☆11Updated 5 months ago
Alternatives and similar repositories for llm_depth_pruning:
Users that are interested in llm_depth_pruning are comparing it to the libraries listed below
- Code for "Seeking Neural Nuggets: Knowledge Transfer in Large Language Models from a Parametric Perspective"☆31Updated 8 months ago
- Long Context Extension and Generalization in LLMs☆39Updated 3 months ago
- Code for paper: "LASeR: Learning to Adaptively Select Reward Models with Multi-Arm Bandits"☆13Updated 3 months ago
- [ICLR 2023] "Sparse MoE as the New Dropout: Scaling Dense and Self-Slimmable Transformers" by Tianlong Chen*, Zhenyu Zhang*, Ajay Jaiswal…☆48Updated last year
- ☆15Updated 5 months ago
- ☆16Updated 6 months ago
- Code for T-MARS data filtering☆35Updated last year
- [ICLR 2024] This is the official PyTorch implementation of "QLLM: Accurate and Efficient Low-Bitwidth Quantization for Large Language Mod…☆22Updated 9 months ago
- ☆15Updated 11 months ago
- [ICML 2024] Junk DNA Hypothesis: A Task-Centric Angle of LLM Pre-trained Weights through Sparsity; Lu Yin*, Ajay Jaiswal*, Shiwei Liu, So…☆16Updated 7 months ago
- Structured Pruning Adapters in PyTorch☆16Updated last year
- [NeurIPS 2023] Make Your Pre-trained Model Reversible: From Parameter to Memory Efficient Fine-Tuning☆29Updated last year
- This repository contains the code and data for the paper "VisOnlyQA: Large Vision Language Models Still Struggle with Visual Perception o…☆16Updated last month
- ☆21Updated 2 years ago
- [ICML 2023] "Data Efficient Neural Scaling Law via Model Reusing" by Peihao Wang, Rameswar Panda, Zhangyang Wang☆13Updated last year
- Codebase for Instruction Following without Instruction Tuning☆33Updated 3 months ago
- [ICML2024 Spotlight] Fine-Tuning Pre-trained Large Language Models Sparsely☆20Updated 6 months ago
- The official GitHub page for paper "NegativePrompt: Leveraging Psychology for Large Language Models Enhancement via Negative Emotional St…☆19Updated 8 months ago
- Offcial Repo of Paper "Eliminating Position Bias of Language Models: A Mechanistic Approach""☆11Updated 4 months ago
- This is the oficial repository for "Safer-Instruct: Aligning Language Models with Automated Preference Data"☆17Updated 10 months ago
- [EMNLP 2023]Context Compression for Auto-regressive Transformers with Sentinel Tokens☆22Updated last year
- Official repository of "Distort, Distract, Decode: Instruction-Tuned Model Can Refine its Response from Noisy Instructions", ICLR 2024 Sp…☆20Updated 10 months ago
- ☆25Updated last year
- ☆18Updated last year
- [ACL 2023] Code for paper “Tailoring Instructions to Student’s Learning Levels Boosts Knowledge Distillation”(https://arxiv.org/abs/2305.…☆38Updated last year
- Lottery Ticket Adaptation☆37Updated last month
- ☆26Updated last year
- ☆38Updated 10 months ago
- Is In-Context Learning Sufficient for Instruction Following in LLMs?☆26Updated 7 months ago
- ☆14Updated 10 months ago