Finance-enhanced Ling variant
According to the model card, the model extends Ling-3.0-flash through continued training on financial data with financial institutions and domain experts.
Open Source Model Profile · inclusionAI
Ling-3.0-flash-Fin
Ling-3.0-flash-Fin is a 127.49B-parameter finance-enhanced text-generation model from inclusionAI. Its model card documents continued training from Ling-3.0-flash for financial research.
- Publisher
- inclusionAI
- Task
- text-generation
- Model type
- bailing_hybrid
- License
- mit
- Library
- Unknown
- Publication status
- Accepted · not indexed
Model overview
Ling-3.0-flash-Fin is published by inclusionAI as a text-generation model. The captured configuration identifies BailingMoeV3ForCausalLM with model type bailing_hybrid, and Safetensors metadata reports 127,486,405,600 parameters. According to the model card, it is a finance-enhanced continuation of Ling-3.0-flash, with MIT recorded as the license.
Recorded capabilities
Large MoE-scale record
Safetensors metadata reports 127,486,405,600 parameters, while the model card describes 124B total parameters with 5.1B activated.
Documented research workflow
According to the model card, highlights include end-to-end financial research and source-grounded search with FinFIRST for transparent evaluation.
Deployment and inference notes
The model card documents BF16 release with SGLang and vLLM compatibility, plus thinking mode with temperature 1.0, top_p 0.95, and top_k 20.
Use cases in the source record
- End-to-end financial research connecting retrieval, evidence review, calculation, modeling, and report preparation described in the card.
- Source-grounded financial search and long-horizon agent workflows using the documented thinking-mode inference settings.
Limitations and unknowns
- No independent evaluation results, pricing, or hardware sizing was extracted.
- Scale, context, and capability statements come from the publisher model card and were not independently verified by Ethen.
- Provider state is historical snapshot data, not independently refreshed current availability.
Source and provenance
Source: inclusionAI/Ling-3.0-flash-Fin
Captured: Unknown. Processed: 2026-09-07T19:34:47.070365+00:00.
Ling-3.0-flash-Fin Base Model | OpenRouter | Announcement Introduction Ling-3.0-flash-Fin is the first finance-enhanced model in the Ant Ling family. Developed by Ant Group with leading financial institutions and domain experts, it extends Ling-3.0-flash through continued training on high-quality financial data. With 124B total parameters, 5.1B activated parameters, and a 256K context window, the model combines financial expertise with efficient inference for long-horizon agent workflows. Highlights End-to-end financial research: connects information retrieval, evidence review, calculation, modeling, and report preparation instead o…
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