seandearnaley / gemma-2-sentiment_analysis_with_reasoning

Light weight sentiment analysis for financial articles

2B

19 Pulls Updated 7 weeks ago

7 weeks ago

a9bcb28a3d65 · 5.2GB

model
gemma2
·
2.61B
·
F16
template
{{ if .System }}### Instruction: {{ .System }} {{ end }} ### Input: {{ .Prompt }} ### Response:
params
{"num_ctx":4096,"repeat_last_n":256,"temperature":0.2}
system
Analyze the sentiment of this financial news article.

Readme

Gemma 2 2b fine tuned for sentiment analysis of financial articles, give it an article -> outputs a specific JSON format with confidence and reasoning values:

{
  "reasoning": "The article reports that Qualcomm's CEO Cristiano Amon expressed concerns about the phone market recovering more slowly than expected, which led to a decline in stock value after initially rising due to strong earnings projections. The company projected flattish or single-digit percentage growth for units this year, indicating a slow recovery from a prolonged slump.",
  "sentiment": -0.15,
  "confidence": 0.75
}

Confidence and variance get shakier the lower down the quants, but overall similar performance.