timinar / BabyLlamaLinks
Training code for Baby-Llama, our submission to the strict-small track of the BabyLM challenge.
☆84Updated 2 years ago
Alternatives and similar repositories for BabyLlama
Users that are interested in BabyLlama are comparing it to the libraries listed below
Sorting:
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆238Updated 8 months ago
- ☆235Updated last year
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆175Updated last year
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks (EMNLP'24)☆147Updated last year
- Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind☆108Updated last year
- ☆128Updated last year
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆152Updated 8 months ago
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆124Updated last year
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆125Updated 10 months ago
- ☆272Updated 2 years ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆78Updated last year
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆443Updated last year
- Low-bit optimizers for PyTorch☆132Updated 2 years ago
- Official PyTorch implementation of QA-LoRA☆145Updated last year
- Code for paper "Patch-Level Training for Large Language Models"☆95Updated 3 weeks ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆157Updated 7 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆205Updated last year
- ☆85Updated 3 weeks ago
- ☆203Updated 11 months ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆152Updated last year
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆167Updated last year
- Explorations into some recent techniques surrounding speculative decoding☆295Updated 11 months ago
- Due to the huge vocaburary size (151,936) of Qwen models, the Embedding and LM Head weights are excessively heavy. Therefore, this projec…☆29Updated last year
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)☆162Updated 7 months ago
- Code and Data for "Long-context LLMs Struggle with Long In-context Learning" [TMLR2025]☆110Updated 9 months ago
- Repo for Rho-1: Token-level Data Selection & Selective Pretraining of LLMs.☆447Updated last year
- A family of compressed models obtained via pruning and knowledge distillation☆357Updated 3 weeks ago
- This is the official repository for Inheritune.☆115Updated 9 months ago
- REST: Retrieval-Based Speculative Decoding, NAACL 2024☆212Updated 2 months ago
- ☆122Updated last year