timinar / BabyLlama
Training code for Baby-Llama, our submission to the strict-small track of the BabyLM challenge.
☆78Updated last year
Alternatives and similar repositories for BabyLlama:
Users that are interested in BabyLlama are comparing it to the libraries listed below
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasks☆141Updated 6 months ago
- [ICML'24] The official implementation of “Rethinking Optimization and Architecture for Tiny Language Models”☆121Updated 2 months ago
- Official PyTorch implementation of DistiLLM: Towards Streamlined Distillation for Large Language Models (ICML 2024)☆202Updated 2 weeks ago
- ☆125Updated last year
- Code for paper "Patch-Level Training for Large Language Models"☆81Updated 4 months ago
- Unofficial implementations of block/layer-wise pruning methods for LLMs.☆64Updated 11 months ago
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)☆205Updated 10 months ago
- [ACL 2024] Long-Context Language Modeling with Parallel Encodings☆153Updated 9 months ago
- Implementation of NAACL 2024 Outstanding Paper "LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models"☆138Updated 2 weeks ago
- [ICLR 2024] CLEX: Continuous Length Extrapolation for Large Language Models☆76Updated last year
- ☆220Updated 9 months ago
- [ICML'24] Data and code for our paper "Training-Free Long-Context Scaling of Large Language Models"☆395Updated 5 months ago
- Implementation of Speculative Sampling as described in "Accelerating Large Language Model Decoding with Speculative Sampling" by Deepmind☆91Updated last year
- Official implementation of "DoRA: Weight-Decomposed Low-Rank Adaptation"☆123Updated 11 months ago
- Implementation of the LongRoPE: Extending LLM Context Window Beyond 2 Million Tokens Paper☆129Updated 8 months ago
- ☆233Updated 10 months ago
- ☆76Updated 2 months ago
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"☆154Updated 9 months ago
- FuseAI Project☆84Updated 2 months ago
- Layer-Condensed KV cache w/ 10 times larger batch size, fewer params and less computation. Dramatic speed up with better task performance…☆148Updated 2 months ago
- ☆72Updated this week
- ☆83Updated 2 weeks ago
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"☆170Updated 3 weeks ago
- [ICLR 2024 Spotlight] Code for the paper "Merge, Then Compress: Demystify Efficient SMoE with Hints from Its Routing Policy"☆75Updated 9 months ago
- Astraios: Parameter-Efficient Instruction Tuning Code Language Models☆57Updated 11 months ago
- L1: Controlling How Long A Reasoning Model Thinks With Reinforcement Learning☆162Updated last week
- GEAR: An Efficient KV Cache Compression Recipefor Near-Lossless Generative Inference of LLM☆157Updated 8 months ago
- The official repo for "LLoCo: Learning Long Contexts Offline"☆116Updated 9 months ago
- ☆253Updated last year
- ☆122Updated last month