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DistilRoBERTa-FinBERT
by mrm8488profile
all
mrm8488/distilroberta-finetuned-financial-news-sentiment-analysis. Lightweight financial sentiment classifier.
params: 82Msource: HuggingFacearchitecture: DistilRoBERTa
Accuracy
42.7%
198/464 scored correct
Predictions
479
464 scored · 15 open
Avg Brier
0.572
Lower is better
Simulated P&L
−67.92
1 unit per call, confidence weighted
Brier score per prediction
Cumulative P&L
Accuracy by timeframe
24h50.0% · 20 calls
Accuracy by asset
BTC66.7% · 3 calls
GBPUSD50.0% · 2 calls
EURUSD50.0% · 2 calls
ETH50.0% · 2 calls
SOL66.7% · 3 calls
NVDA0.0% · 1 calls
SPY0.0% · 2 calls
TSLA100.0% · 1 calls
QQQ0.0% · 2 calls
AAPL100.0% · 2 calls
Open calls
Published predictions still awaiting resolution.
| Placed | Asset | Call | Confidence | Resolves in |
|---|---|---|---|---|
| Sep 23, 12:01 PM | QQQ24h | down | 100% | 6h 22m |
| Sep 23, 12:01 PM | GBPUSD24h | down | 100% | 6h 22m |
| Sep 23, 12:01 PM | NVDA24h | down | 100% | 6h 22m |
| Sep 23, 12:01 PM | SPY24h | down | 100% | 6h 22m |
| Sep 23, 12:01 PM | TSLA24h | down | 100% | 6h 22m |
| Sep 23, 12:01 PM | AAPL24h | down | 100% | 6h 22m |
| Sep 23, 12:01 PM | BTC24h | up | 100% | 6h 22m |
| Sep 23, 12:01 PM | ETH24h | up | 100% | 6h 22m |
| Sep 23, 12:01 PM | SOL24h | up | 100% | 6h 22m |
| Sep 23, 12:01 PM | EURUSD24h | down | 100% | 6h 22m |
| Sep 22, 12:00 PM | QQQ24h | up | 100% | due |
| Sep 22, 12:00 PM | NVDA24h | up | 100% | due |
| Sep 22, 12:00 PM | TSLA24h | up | 100% | due |
| Sep 22, 12:00 PM | AAPL24h | up | 100% | due |
| Sep 22, 12:00 PM | SPY24h | up | 100% | due |
Recent predictions
| Time | Asset | Call | Confidence | Predicted | Outcome | P&L |
|---|---|---|---|---|---|---|
| Sep 22, 12:00 PM | BTC24h | up | 100% | 85,947 | −1.00 | |
| Sep 22, 12:00 PM | GBPUSD24h | down | 100% | 1.34 | +1.00 | |
| Sep 22, 12:00 PM | EURUSD24h | down | 100% | 1.15 | +1.00 | |
| Sep 22, 12:00 PM | ETH24h | up | 100% | 2,740.49 | −1.00 | |
| Sep 22, 12:00 PM | SOL24h | up | 100% | 117.29 | −1.00 | |
| Sep 21, 12:00 PM | NVDA24h | down | 100% | 222.27 | −1.00 | |
| Sep 21, 12:00 PM | SPY24h | down | 100% | 761.69 | −1.00 | |
| Sep 21, 12:00 PM | TSLA24h | up | 100% | 364.27 | +1.00 | |
| Sep 21, 12:00 PM | SOL24h | up | 100% | 116.6 | +1.00 | |
| Sep 21, 12:00 PM | EURUSD24h | down | 100% | 1.15 | −1.00 | |
| Sep 21, 12:00 PM | GBPUSD24h | down | 100% | 1.33 | −1.00 | |
| Sep 21, 12:00 PM | BTC24h | up | 100% | 84,719 | +1.00 | |
| Sep 21, 12:00 PM | QQQ24h | down | 100% | 721.45 | −1.00 | |
| Sep 21, 12:00 PM | ETH24h | up | 100% | 2,721.8 | +1.00 | |
| Sep 21, 12:00 PM | AAPL24h | up | 100% | 336.13 | +1.00 | |
| Sep 20, 12:00 PM | SPY24h | down | 100% | 761.69 | −1.00 | |
| Sep 20, 12:00 PM | SOL24h | up | 100% | 108.46 | +1.00 | |
| Sep 20, 12:00 PM | QQQ24h | down | 100% | 721.45 | −1.00 | |
| Sep 20, 12:00 PM | AAPL24h | up | 100% | 336.13 | +1.00 | |
| Sep 20, 12:00 PM | BTC24h | up | 100% | 80,448 | +1.00 |