Fix pipeline_tag → text-classification; update README

README.md

@@ -3,32 +3,25 @@ language:
 - en
 license: apache-2.0
 library_name: transformers
-pipeline_tag: sentiment-analysis
+pipeline_tag: text-classification         # ✅ valid task ID
 datasets:
 - financial_phrase_bank
 base_model: ProsusAI/finbert
 tags:
+- sentiment-analysis                      # free-form tag
 - finance
-- sentiment
-- sentiment-analysis
 - finbert
 - text-classification
 ---
-# Financial Sentiment BERT  (ProsusAI/FinBERT fine-tune)
+# Financial Sentiment BERT (FinBERT fine-tune)
 
-A sentence-level sentiment classifier for **English financial news**.
+Sentence-level classifier for **English financial news**.
 
-| Item | Value |
-|------|-------|
-| **Base model** | `ProsusAI/finbert` |
-| **Dataset** | Financial PhraseBank |
-| **Classes** | 0 = positive, 1 = negative, 2 = neutral |
-| **Epochs** | 6 |
-| **Optimizer / LR** | AdamW / 2 × 10⁻⁵ |
-| **Hardware** | CPU-only training |
-
-## Intended use
-Quick tagging of news headlines, earnings snippets or analyst notes to feed dashboards or trading-signal pipelines.
+* **Base model**: ProsusAI/finbert  
+* **Dataset**   : Financial PhraseBank  
+* **Labels**    : positive (0) · negative (1) · neutral (2)  
+* **Epochs**    : 6 (AdamW, lr = 2e-5)  
+* **Hardware**  : CPU-only training
 
 ## Usage