dvruette / concept-guidance
Code accompanying the paper "A Language Model's Guide Through Latent Space". It contains functionality for training and using concept vectors that control the behavior of LLMs at inference time.
☆19Updated 11 months ago
Alternatives and similar repositories for concept-guidance:
Users that are interested in concept-guidance are comparing it to the libraries listed below
- [ICLR 2025] "Training LMs on Synthetic Edit Sequences Improves Code Synthesis" (Piterbarg, Pinto, Fergus)☆14Updated this week
- ☆37Updated 6 months ago
- ☆51Updated 5 months ago
- ☆31Updated 7 months ago
- ☆20Updated 4 months ago
- ☆20Updated 2 months ago
- Measuring and Controlling Persona Drift in Language Model Dialogs☆15Updated 11 months ago
- The repository contains code for Adaptive Data Optimization☆20Updated 2 months ago
- A Collection of Pydantic Models to Abstract IRL☆16Updated 2 months ago
- Repository containing the SPIN experiments on the DIBT 10k ranked prompts☆24Updated 11 months ago
- ☆33Updated 5 months ago
- DiCE: The Infinitely Differentiable Monte-Carlo Estimator☆31Updated last year
- ☆27Updated this week
- Latent Diffusion Language Models☆68Updated last year
- [ICML 2024] Official code release accompanying the paper "diff History for Neural Language Agents" (Piterbarg, Pinto, Fergus)☆20Updated 5 months ago
- Small, simple agent task environments for training and evaluation☆18Updated 3 months ago
- ☆20Updated 3 months ago
- Demonstration that finetuning RoPE model on larger sequences than the pre-trained model adapts the model context limit☆63Updated last year
- Repository for "I am a Strange Dataset: Metalinguistic Tests for Language Models"☆41Updated last year
- A repository for research on medium sized language models.☆76Updated 8 months ago
- Minimum Description Length probing for neural network representations☆18Updated 2 weeks ago
- https://footprints.baulab.info☆16Updated 4 months ago
- Script for processing OpenAI's PRM800K process supervision dataset into an Alpaca-style instruction-response format☆27Updated last year
- Repository for the code of the "PPL-MCTS: Constrained Textual Generation Through Discriminator-Guided Decoding" paper, NAACL'22☆64Updated 2 years ago
- ☆26Updated 8 months ago
- Implementation of a holodeck, written in Pytorch☆17Updated last year
- Minimal (400 LOC) implementation Maximum (multi-node, FSDP) GPT training☆121Updated 9 months ago
- Learning to Retrieve by Trying - Source code for Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval☆32Updated 3 months ago