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
☆155Updated 2 weeks ago
Alternatives and similar repositories for llm4regression
Users that are interested in llm4regression are comparing it to the libraries listed below
Sorting:
- Simple GRPO scripts and configurations.☆59Updated 8 months ago
- Mixing Language Models with Self-Verification and Meta-Verification☆109Updated 10 months ago
- Train your own SOTA deductive reasoning model☆109Updated 7 months ago
- ☆88Updated last year
- Official implementation of MetaTree: Learning a Decision Tree Algorithm with Transformers☆114Updated last year
- Lean implementation of various multi-agent LLM methods, including Iteration of Thought (IoT)☆120Updated 8 months ago
- Code for NeurIPS LLM Efficiency Challenge☆59Updated last year
- Functional Benchmarks and the Reasoning Gap☆89Updated last year
- ☆55Updated 11 months ago
- Codebase accompanying the Summary of a Haystack paper.☆79Updated last year
- Automating enterprise workflows with multimodal agents☆112Updated last year
- ☆119Updated last year
- Source code for the collaborative reasoner research project at Meta FAIR.☆103Updated 6 months ago
- ☆36Updated 2 months ago
- ☆69Updated last year
- Swarming algorithms like PSO, Ant Colony, Sakana, and more in PyTorch 😊☆132Updated last week
- ☆43Updated last year
- ☆38Updated last year
- An introduction to LLM Sampling☆79Updated 10 months ago
- Mixtral finetuning☆19Updated last year
- Doing simple retrieval from LLM models at various context lengths to measure accuracy☆105Updated last month
- Chat Markup Language conversation library☆55Updated last year
- Zeus LLM Trainer is a rewrite of Stanford Alpaca aiming to be the trainer for all Large Language Models☆69Updated 2 years ago
- Banishing LLM Hallucinations Requires Rethinking Generalization☆275Updated last year
- ☆80Updated last year
- Evaluating LLMs with fewer examples☆163Updated last year
- Source code of "How to Correctly do Semantic Backpropagation on Language-based Agentic Systems" 🤖☆76Updated 10 months ago
- Code for ExploreTom☆86Updated 4 months ago
- ☆136Updated 2 months ago
- Code to reproduce "Transformers Can Do Arithmetic with the Right Embeddings", McLeish et al (NeurIPS 2024)☆193Updated last year