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FinGPT Forecaster space by FinGPT
⭐ 23
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Space

FinGPT Forecaster

by FinGPT hf-space--fingpt--fingpt-forecaster
Nexus Index
23.0 Top 2%
S / A / P / R / Q Breakdown Calibration Pending

Pillar scores are computed during the next indexing cycle.

Tech Context
Vital Performance
0 DL / 30D
0.0%

FinGPT-Forecaster takes random market news and optional basic financials related to the specified company from the past few weeks as input and responds with the company's **positive developments** and **potential concerns**. Then it gives out a **prediction** of stock price movement for the coming week and its **analysis** summary. This model is finetuned...

Source →
gradio SDK
CPU Hardware
Running Status
Active 236 Activity
Space Information Summary
Entity Passport
Registry ID hf-space--fingpt--fingpt-forecaster
Provider huggingface
📜

Cite this space

Academic & Research Attribution

BibTeX 
@misc{hf_space__fingpt__fingpt_forecaster,
  author = {FinGPT},
  title = {FinGPT Forecaster Space},
  year = {2026},
  howpublished = {\url{https://huggingface.co/spaces/FinGPT/FinGPT-Forecaster}},
  note = {Accessed via Free2AITools Knowledge Fortress}
}
APA Style
FinGPT. (2026). FinGPT Forecaster [Space]. Free2AITools. https://huggingface.co/spaces/FinGPT/FinGPT-Forecaster

đŸ”ŦTechnical Deep Dive

Full Specifications [+]

⚖ī¸ Nexus Index V2.0

Methodology Index Protocol
23.0
ESTIMATED IMPACT TIER
Semantic (S) 50
Authority (A) 0
Popularity (P) 0
Recency (R) 0
Quality (Q) 0

đŸ’Ŧ Index Insight

FNI V2.0 for FinGPT Forecaster: Semantic (S:50), Authority (A:0), Popularity (P:0), Recency (R:0), Quality (Q:0).

Free2AITools Nexus Index

Verification Authority

HuggingFace API GitHub Metadata Arxiv Citation DB System Audit
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Environment Profile

title: FinGPT Forecaster
emoji: 📈
colorFrom: yellow
colorTo: purple
sdk: gradio
sdk_version: 5.34.2
app_file: app.py
pinned: false

This is a demo of FinGPT-Forecaster.

FinGPT-Forecaster takes random market news and optional basic financials related to the specified company from the past few weeks as input and responds with the company's positive developments and potential concerns. Then it gives out a prediction of stock price movement for the coming week and its analysis summary.

This model is finetuned on Llama2-7b-chat-hf with LoRA on the past year's DOW30 market data, but welcomes any ticker symbol in this demo.

Company profile & Market news & Basic financials & Stock prices are retrieved using yfinance & finnhub.

This is just a demo showing what this model is capable of. Results inferred from randomly chosen news can be strongly biased. For more detailed and customized implementation, refer to our FinGPT project https://github.com/AI4Finance-Foundation/FinGPT

Due to cost considerations, we have downgraded the demo to using T4 with 8-bit inference. As a result, the speed and performance may not meet expectations. If necessary, we recommend redeploying according to your own requirements.

Disclaimer: Nothing herein is financial advice, and NOT a recommendation to trade real money. Please use common sense and always first consult a professional before trading or investing.

Top Tier

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HuggingFace Hub
236Likes
Hub Discussions
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AI Summary: Based on Hugging Face metadata. Not a recommendation.

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🆔 Identity & Source

id
hf-space--fingpt--fingpt-forecaster
source
huggingface
author
FinGPT
tags
gradioregion:us

⚙ī¸ Technical Specs

architecture
null
params billions
null
context length
null
pipeline tag
gradio

📊 Engagement & Metrics

likes
236
downloads
0

Free2AITools Constitutional Data Pipeline: Curated disclosure mode active. (V15.x Standard)