robertvacareanu / llm4regressionLinks
Examining how large language models (LLMs) perform across various synthetic regression tasks when given (input, output) examples in their context, without any parameter update
☆156Updated last month
Alternatives and similar repositories for llm4regression
Users that are interested in llm4regression are comparing it to the libraries listed below
Sorting:
- ☆86Updated last year
- Official implementation of MetaTree: Learning a Decision Tree Algorithm with Transformers☆115Updated last year
- Train your own SOTA deductive reasoning model☆107Updated 8 months ago
- Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊☆134Updated 3 weeks ago
- Mixing Language Models with Self-Verification and Meta-Verification☆109Updated 11 months ago
- Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)☆122Updated 9 months ago
- Functional Benchmarks and the Reasoning Gap☆89Updated last year
- ☆69Updated last year
- Simple GRPO scripts and configurations.☆59Updated 9 months ago
- Codebase accompanying the Summary of a Haystack paper.☆79Updated last year
- Code for NeurIPS LLM Efficiency Challenge☆59Updated last year
- ☆230Updated last week
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆106Updated 2 months ago
- ☆36Updated 3 months ago
- ☆119Updated last year
- ☆43Updated last year
- ☆40Updated last year
- Source code of "How to Correctly do Semantic Backpropagation on Language-based Agentic Systems" 🤖☆76Updated 11 months ago
- An introduction to LLM Sampling☆79Updated 11 months ago
- OpenCoconut implements a latent reasoning paradigm where we generate thoughts before decoding.☆173Updated 10 months ago
- Small and Efficient Mathematical Reasoning LLMs☆72Updated last year
- ☆80Updated last year
- Just a bunch of benchmark logs for different LLMs☆118Updated last year
- Source code for the collaborative reasoner research project at Meta FAIR.☆105Updated 7 months ago
- Alice in Wonderland code base for experiments and raw experiments data☆131Updated 2 months ago
- ☆55Updated last year
- Banishing LLM Hallucinations Requires Rethinking Generalization☆275Updated last year
- Evaluating LLMs with CommonGen-Lite☆91Updated last year
- ☆81Updated last year
- Code for ExploreTom☆87Updated 4 months ago