facebookresearch / RAM
A framework to study AI models in Reasoning, Alignment, and use of Memory (RAM).
β177Updated this week
Alternatives and similar repositories for RAM:
Users that are interested in RAM are comparing it to the libraries listed below
- πΎ OAT: A research-friendly framework for LLM online alignment, including preference learning, reinforcement learning, etc.β182Updated last week
- Positional Skip-wise Training for Efficient Context Window Extension of LLMs to Extremely Length (ICLR 2024)β204Updated 8 months ago
- β82Updated 4 months ago
- Train, tune, and infer Bamba modelβ83Updated 3 weeks ago
- The official repo for "LLoCo: Learning Long Contexts Offline"β114Updated 8 months ago
- Reproducible, flexible LLM evaluationsβ158Updated 2 months ago
- "Improving Mathematical Reasoning with Process Supervision" by OPENAIβ103Updated this week
- Homepage for ProLong (Princeton long-context language models) and paper "How to Train Long-Context Language Models (Effectively)"β153Updated 2 months ago
- β59Updated last week
- A simple unified framework for evaluating LLMsβ195Updated last week
- Official repository for "Scaling Retrieval-Based Langauge Models with a Trillion-Token Datastore".β156Updated this week
- Unofficial implementation for the paper "Mixture-of-Depths: Dynamically allocating compute in transformer-based language models"β145Updated 7 months ago
- Memory layers use a trainable key-value lookup mechanism to add extra parameters to a model without increasing FLOPs. Conceptually, sparsβ¦β294Updated 2 months ago
- Official code for "MAmmoTH2: Scaling Instructions from the Web" [NeurIPS 2024]β135Updated 3 months ago
- Implementation of π₯₯ Coconut, Chain of Continuous Thought, in Pytorchβ152Updated last month
- Block Transformer: Global-to-Local Language Modeling for Fast Inference (NeurIPS 2024)β149Updated last month
- LOFT: A 1 Million+ Token Long-Context Benchmarkβ172Updated 3 months ago
- Benchmarking LLMs with Challenging Tasks from Real Usersβ215Updated 3 months ago
- Repo for "LoLCATs: On Low-Rank Linearizing of Large Language Models"β215Updated 2 weeks ago
- β116Updated 4 months ago
- Archon provides a modular framework for combining different inference-time techniques and LMs with just a JSON config file.β160Updated this week
- Data preparation code for Amber 7B LLMβ85Updated 9 months ago
- Official implementation of paper "Autonomous Data Selection with Language Models for Mathematical Texts" (As Huggingface Daily Papers: htβ¦β80Updated 3 months ago
- Parameter-Efficient Sparsity Crafting From Dense to Mixture-of-Experts for Instruction Tuning on General Tasksβ140Updated 4 months ago
- This is the official repository for Inheritune.β109Updated this week
- LongEmbed: Extending Embedding Models for Long Context Retrieval (EMNLP 2024)β128Updated 3 months ago
- β192Updated 2 months ago
- Code for the paper "Rethinking Benchmark and Contamination for Language Models with Rephrased Samples"β296Updated last year