24-May-24 11:02:36 - httpx - INFO - HTTP Request: GET http://127.0.0.1:7860/startup-events "HTTP/1.1 200 OK"
24-May-24 11:02:37 - httpx - INFO - HTTP Request: HEAD http://127.0.0.1:7860/ "HTTP/1.1 200 OK"
24-May-24 11:02:37 - httpx - INFO - HTTP Request: GET https://api.gradio.app/v2/tunnel-request "HTTP/1.1 200 OK"
24-May-24 11:02:37 - httpx - INFO - HTTP Request: GET https://cdn-media.huggingface.co/frpc-gradio-0.2/frpc_linux_amd64 "HTTP/1.1 200 OK"
24-May-24 11:02:38 - httpx - INFO - HTTP Request: HEAD https://a97c680c176f16dfd1.gradio.live "HTTP/1.1 200 OK"
24-May-24 11:03:41 - root - INFO - Input details: 
**Input Sentence:** A sentence with 5 words

**Predictions**:
Token: ĠA, Entity: B-LF, Score: 0.9992
Token: Ġsentence, Entity: I-LF, Score: 0.9997
Token: Ġwith, Entity: I-LF, Score: 0.9995
Token: Ġ5, Entity: I-LF, Score: 0.9972
Token: Ġwords, Entity: I-LF, Score: 0.9982


24-May-24 11:03:51 - root - INFO - 
Input details: 
 Received index from user: 5 Sending response to user: **Record**:
Tokens: ['We', 'next', 'undertook', 'a', 'large', 'case', 'study', 'of', 'all', '88,835', 'articles', 'published', 'by', 'NIH', 'investigators', 'who', 'maintained', 'continuous', 'R01', 'funding', 'from', 'fiscal', 'year', '(', 'FY', ')', '2003', 'through', 'FY2010', 'to', 'ask', 'how', 'the', 'RCR', 'of', 'publications', 'from', 'individual', 'investigators', 'changed', 'over', 'this', '8', '-', 'y', 'interval', '.']
Ground Truth Labels: ['B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-AC', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-LF', 'I-LF', 'B-O', 'B-AC', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-AC', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O', 'B-O']

**Predictions**:
Token: ĠWe, Entity: B-O, Score: 1.0000
Token: Ġnext, Entity: B-O, Score: 1.0000
Token: Ġundertook, Entity: B-O, Score: 1.0000
Token: Ġa, Entity: B-O, Score: 1.0000
Token: Ġlarge, Entity: B-O, Score: 1.0000
Token: Ġcase, Entity: B-O, Score: 1.0000
Token: Ġstudy, Entity: B-O, Score: 1.0000
Token: Ġof, Entity: B-O, Score: 1.0000
Token: Ġall, Entity: B-O, Score: 1.0000
Token: Ġ88, Entity: B-O, Score: 1.0000
Token: ,, Entity: B-O, Score: 1.0000
Token: 8, Entity: B-O, Score: 1.0000
Token: 35, Entity: B-O, Score: 1.0000
Token: Ġarticles, Entity: B-O, Score: 1.0000
Token: Ġpublished, Entity: B-O, Score: 1.0000
Token: Ġby, Entity: B-O, Score: 1.0000
Token: ĠNIH, Entity: B-AC, Score: 0.9511
Token: Ġinvestigators, Entity: B-O, Score: 1.0000
Token: Ġwho, Entity: B-O, Score: 1.0000
Token: Ġmaintained, Entity: B-O, Score: 1.0000
Token: Ġcontinuous, Entity: B-O, Score: 1.0000
Token: ĠR, Entity: B-O, Score: 0.9917
Token: 01, Entity: B-O, Score: 0.9970
Token: Ġfunding, Entity: B-O, Score: 1.0000
Token: Ġfrom, Entity: B-O, Score: 1.0000
Token: Ġfiscal, Entity: B-LF, Score: 1.0000
Token: Ġyear, Entity: I-LF, Score: 1.0000
Token: Ġ(, Entity: B-O, Score: 1.0000
Token: ĠFY, Entity: B-AC, Score: 1.0000
Token: Ġ), Entity: B-O, Score: 1.0000
Token: Ġ2003, Entity: B-O, Score: 1.0000
Token: Ġthrough, Entity: B-O, Score: 1.0000
Token: ĠFY, Entity: B-O, Score: 0.9992
Token: 2010, Entity: B-O, Score: 0.9995
Token: Ġto, Entity: B-O, Score: 1.0000
Token: Ġask, Entity: B-O, Score: 1.0000
Token: Ġhow, Entity: B-O, Score: 1.0000
Token: Ġthe, Entity: B-O, Score: 1.0000
Token: ĠR, Entity: B-AC, Score: 0.9868
Token: CR, Entity: B-AC, Score: 0.9906
Token: Ġof, Entity: B-O, Score: 1.0000
Token: Ġpublications, Entity: B-O, Score: 1.0000
Token: Ġfrom, Entity: B-O, Score: 1.0000
Token: Ġindividual, Entity: B-O, Score: 1.0000
Token: Ġinvestigators, Entity: B-O, Score: 1.0000
Token: Ġchanged, Entity: B-O, Score: 1.0000
Token: Ġover, Entity: B-O, Score: 1.0000
Token: Ġthis, Entity: B-O, Score: 1.0000
Token: Ġ8, Entity: B-O, Score: 1.0000
Token: Ġ-, Entity: B-O, Score: 1.0000
Token: Ġy, Entity: B-O, Score: 1.0000
Token: Ġinterval, Entity: B-O, Score: 1.0000
Token: Ġ., Entity: B-O, Score: 1.0000

**Metrics**:
Precision: 0.7846
Recall: 0.7660
F1 Score: 0.7752
Accuracy: 0.7660