microsoft/ToRA
ToRA is a series of Tool-integrated Reasoning LLM Agents designed to solve challenging mathematical reasoning problems by interacting with tools [ICLR'24]. observed · 2026-08-28
Health v2 · maintenance only
27/100
- Activity 0
- Release rhythm 35
- Longevity 76
Flags: no_releases
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 1071
- days_rel: n/a
- days_push: 923
- n_releases_24m: 0
Adoption not part of the score
1124 stars · 79 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
ToRA is a series of tool-integrated reasoning LLM agents from Microsoft that solve mathematical reasoning problems by interleaving natural language reasoning with program-based tool use such as computation libraries and symbolic solvers. The repository provides research code, training pipelines, and released model checkpoints (7B to 70B) on Hugging Face.
Use cases
- solve math word problems with llm agents
- train a language model to use tools for reasoning
- benchmark mathematical reasoning on MATH and GSM8k
- build tool-integrated reasoning agents
- fine-tune llms for program-aided problem solving
- reproduce ICLR 2024 tool-learning research
When to choose
- you need state-of-the-art open-source models for competition-level math problem solving
- you are researching tool-integrated reasoning or tool learning for LLMs
- you want ready-to-use checkpoints fine-tuned for program-aided math reasoning
When to avoid
- you need a production-ready math solver API rather than research code
- your task is general-purpose agent orchestration beyond mathematical reasoning
- you lack GPU resources for running or fine-tuning large models
Facets
library · maturity maintenance
agent-framework llm-training machine-learning math large-language-models mathematics python mathematical-reasoning tool-use research-code iclr-2024 huggingface-models ai-agents natural-language-processing gpu
2 sources
- readme: https://github.com/microsoft/ToRA · fetched 2026-08-28 · cb193caf58d9
- homepage: https://microsoft.github.io/ToRA/ · fetched 2026-08-29 · b78d94beb3d6
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| microsoft/ToRA | main | 27 |
For agents
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem