Model: AstronMarket/Raven-Reasoning-Model
Author: AstronMarket
Pipeline: text-generation
Library: transformers
Tags: transformers, tensorboard, safetensors, cryptocurrency, social-media-analysis, adaptive-lora, market-prediction, gpt-oss-20b, parameter-efficient-fine-tuning, bitcoin, financial-nlp, text-generation, en, dataset:cryptocurrency-social-media-posts, base_model:openai/gpt-oss-20b, base_model:finetune:openai/gpt-oss-20b, license:mit, model-index, endpoints_compatible, region:us
Base models (finetune): id: openai/gpt-oss-20b
Card metadata: language: en
license: mit
tags: cryptocurrency, social-media-analysis, adaptive-lora, market-prediction, gpt-oss-20b, parameter-efficient-fine-tuning, bitcoin, financial-nlp
datasets: cryptocurrency-social-media-posts
model-index: name: crypto-social-analyzer-adalora
results: task: type: market-prediction
name: Cryptocurrency Market Prediction
dataset: type: social-media-posts
name: Cryptocurrency Social Media Dataset
size: 223123
metrics: type: price-direction-accuracy
value: 98.6
name: Price Direction Accuracy
verified: no, type: galaxy-score-accuracy
value: 80.9
name: Galaxy Score Accuracy
verified: no, type: bert-f1-score
value: 0.63
name: BERT F1 Score
verified: no, task: type: text-generation
name: Reasoning Generation
dataset: type: cryptocurrency-scenarios
name: Crypto Reasoning Benchmark
size: 5
metrics: type: bert-f1-score
value: 0.63
name: BERT F1 Score
verified: no, type: rouge-l-f1
value: 0.115
name: ROUGE-L F1 Score
verified: no
library_name: transformers
pipeline_tag: text-generation
base_model: openai/gpt-oss-20b
training_details: method: Adaptive LoRA (AdaLoRA)
trainable_parameters: 21000000
total_parameters: 20000000000
parameter_efficiency: 99.9%
training_time: 6_hours_4x_rtx_4090
epochs: 1
learning_rate: 0.0002
Likes: 1 | All-time downloads: 0
Created: 2025-08-25 20:53:58