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In a Training Loop 🔄
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Akhil Theerthala
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Akhil-Theerthala
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5 days ago
I'm thrilled to share our new paper, "FinForge: Semi-Synthetic Financial Benchmark Generation" in AI4Finance, AAAI'26! Key Contributions: - FinForge Framework: A hybrid pipeline integrating manual/programmatic corpus construction with rigorous LM-based synthesis. - FinForge-5k Dataset: A new snapshot benchmark comprising over 5,000 human-validated Q&A pairs across 11 financial subdomains, derived from a curated corpus of 100,000 verified documents (143M tokens). - Benchmarking Results: Evaluation of state-of-the-art open and closed-source models reveals significant variance in financial reasoning capabilities, with leading models achieving approximately 80% accuracy. Huge thanks to my co-authors @glennmatlin , Anant Gupta, Anirudh JM, Rayan Castilla, and Yi Mei Ng for this collaboration. You can read the paper: https://huggingface.co/papers/2601.06747
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FinForge: Semi-Synthetic Financial Benchmark Generation
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5 days ago
FinForge: Semi-Synthetic Financial Benchmark Generation
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Akhil-Theerthala
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Akhil-Theerthala/Qwen3-VL-8B-GQA-Thinking-750
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9B
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18 days ago
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17
Akhil-Theerthala/Qwen3-VL-8B-GQA-Thinking-7500
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9B
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18 days ago
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Akhil-Theerthala/Qwen3-VL-8B-GQA-7500
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9B
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18 days ago
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30
Akhil-Theerthala/Qwen3-VL-8B-GQA-750
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9B
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18 days ago
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47
Akhil-Theerthala/Qwen3-VL-4B-GQA-750
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4B
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18 days ago
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28
Akhil-Theerthala/Qwen3-VL-4B-GQA-7500
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4B
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18 days ago
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18
Akhil-Theerthala/Kuvera-8B-qwen3-v0.2.1
Text Generation
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8B
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Updated
Sep 19, 2025
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1
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6
Akhil-Theerthala/Kuvera-4B-unsloth-gemma3
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4B
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Aug 1, 2025
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2
Akhil-Theerthala/kuvera-12B-v0.2.0-unsloth-gemma3
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12B
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Updated
Aug 1, 2025
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1
Akhil-Theerthala/Kuvera-8B-v0.1.0
Question Answering
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8B
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Updated
Jun 3, 2025
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4
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31
Akhil-Theerthala/Kuvera-14B-v0.1.0
Text Generation
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15B
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Updated
Jun 3, 2025
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3
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