facebookresearch / llm-speedrunnerLinks
The Automated LLM Speedrunning Benchmark measures how well LLM agents can reproduce previous innovations and discover new ones in language modeling.
☆128Updated 4 months ago
Alternatives and similar repositories for llm-speedrunner
Users that are interested in llm-speedrunner are comparing it to the libraries listed below
Sorting:
- A collection of lightweight interpretability scripts to understand how LLMs think☆89Updated this week
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆175Updated last year
- an open source reproduction of NVIDIA's nGPT (Normalized Transformer with Representation Learning on the Hypersphere)☆110Updated 11 months ago
- Official repo for Learning to Reason for Long-Form Story Generation☆74Updated 9 months ago
- Simple repository for training small reasoning models☆49Updated last year
- ☆91Updated last year
- NanoGPT-speedrunning for the poor T4 enjoyers☆73Updated 9 months ago
- Synthetic data generation and benchmark implementation for "Episodic Memories Generation and Evaluation Benchmark for Large Language Mode…☆63Updated 4 months ago
- rl from zero pretrain, can it be done? yes.☆286Updated 4 months ago
- Simple & Scalable Pretraining for Neural Architecture Research☆308Updated 2 months ago
- Storing long contexts in tiny caches with self-study☆236Updated 2 months ago
- Optimizing Causal LMs through GRPO with weighted reward functions and automated hyperparameter tuning using Optuna☆59Updated 3 months ago
- Tree Attention: Topology-aware Decoding for Long-Context Attention on GPU clusters☆131Updated last year
- [ACL 2024] Do Large Language Models Latently Perform Multi-Hop Reasoning?☆90Updated 10 months ago
- Universal Reasoning Model☆122Updated 3 weeks ago
- This repo contains the source code for the paper "Evolution Strategies at Scale: LLM Fine-Tuning Beyond Reinforcement Learning"☆292Updated 2 months ago
- ☆123Updated 2 weeks ago
- Training framework with a goal to explore the frontier of sample efficiency of small language models☆97Updated 2 weeks ago
- Archon provides a modular framework for combining different inference-time techniques and LMs with just a JSON config file.☆189Updated 11 months ago
- ☆137Updated 10 months ago
- Official Repo for InSTA: Towards Internet-Scale Training For Agents☆56Updated 7 months ago
- Esoteric Language Models☆111Updated this week
- ☆22Updated last year
- ☆141Updated 4 months ago
- ☆67Updated 10 months ago
- Train, tune, and infer Bamba model☆137Updated 8 months ago
- Training an LLM to use a calculator with multi-turn reinforcement learning, achieving a **62% absolute increase in evaluation accuracy**.☆65Updated 9 months ago
- 📄Small Batch Size Training for Language Models☆80Updated 4 months ago
- ☆112Updated last year
- ☆26Updated last year