Hugging Face model: NeshVerse/Ultra_Flash_Financial_SFT_Nanbeige_4.1-3B
Author: NeshVerse
Created: 2026-02-26 13:54:51
Last modified: 2026-02-27 08:49:00
Pipeline: text-generation
Library: transformers
Likes: 4 | Downloads: 9
Tags: transformers, safetensors, llama, text-generation, finance, sales, forecasting, analysis, merge, lora, qlora, unsloth, business-intelligence, financial-analysis, sales-forecasting, not-for-all-audiences, conversational, en, zh, dataset:NeshVerse/financial-sft-dataset, dataset:NeshVerse/sales-forecast-dataset, base_model:Nanbeige/Nanbeige4.1-3B, base_model:merge:Nanbeige/Nanbeige4.1-3B, base_model:NeshVerse/Flash_Financial_SFT_Nanbeige_4.1-3B, base_model:merge:NeshVerse/Flash_Financial_SFT_Nanbeige_4.1-3B, license:apache-2.0, model-index, text-generation-inference, endpoints_compatible, 4-bit, bitsandbytes, region:us
Base model relation: merge
Base models: id: Nanbeige/Nanbeige4.1-3B, id: NeshVerse/Flash_Financial_SFT_Nanbeige_4.1-3B
Card metadata:
base_model: Nanbeige/Nanbeige4.1-3B, NeshVerse/Flash_Financial_SFT_Nanbeige_4.1-3B
base_model_relation: merge
library_name: transformers
language: en, zh
license: apache-2.0
tags: finance, sales, forecasting, analysis, merge, lora, qlora, unsloth, business-intelligence, financial-analysis, sales-forecasting, not-for-all-audiences
datasets: NeshVerse/financial-sft-dataset, NeshVerse/sales-forecast-dataset
pipeline_tag: text-generation
inference: parameters: max_new_tokens: 200
temperature: 0.7
top_p: 0.9
do_sample: yes