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mbzuai-nlp/finchain

A symbolic benchmark for verifiable chain-of-thought financial reasoning. Includes executable templates, 58 topics across 12 domains, and ChainEval metrics.

#LLM evaluation
Visit GitHub
Python
31
4
3 contributors
Apache License 2.0
website
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Omnigraph

Versioned graph database on object storage. Git-style workflows and multimodal retrieval

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Momentum

How fast mbzuai-nlp/finchain is gaining stars, and where it lands on Trendshift and GitHub Trending

Activity and trending

Stars, forks and merged pull requests each day or month, lined up with the repository's rank on Trendshift Trending

Jun 2025 – Nov 2026

Stars +31 in 18 months

051015
11

Forks +4 in 18 months

01
1

Merged PRs 1 in 18 months

01
1

Trendshift Trendingthe best rank each month, on any day it made the top 25

Not in the Trendshift top 25 in this period

Jun 2025Sep 2025Dec 2025Mar 2026Jun 2026Sep 2026
The left and right arrow keys step from month to month; Home and End go to the first and the last

Stars, forks, merged pull requests and best Trendshift Trending rank, by month
MonthStars gainedForks gainedMerged PRs
June 2025+11+10
July 2025+2+10
August 2025+0+00
September 2025+0+00
October 2025+7+11
November 2025+1+00
December 2025+2+10
January 2026+2+00
February 2026+0+00
March 2026+0+00
April 2026+2+00
May 2026+0+00
June 2026+1+00
July 2026+0+00
August 2026+3+00
September 2026+0+00
October 2026+0+00
November 2026+0+00
Total+31+41
  • 1#1 on the list
  • 7Best rank that month
  • Not trending

Social mentions

Recent discussions about this repository across the web
  1. Jul 61 post
    • 🚀 #ACL2026 #SneakPeek 🚀 We're excited to present one of our papers tackling a key challenge in Financial AI: Can LLMs truly reason through financial problems, or do they simply produce the correct…

      Read full on X, posted by @lcs2lab

      @lcs2lab · x.com

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