arm
db_bert_base_fy_n200_v1 · linux
One config on dbpedia_280, scored one way; its repeats averaged per item.
- dataset
- dbpedia_280
- scored against
- gold/dbpedia_280 gold
- goal
- Encyclopedia topic classification (DBpedia)
- runs
- 1
- headline
- correct 0.986
- last run
- 2026-09-30 14:41
Inspect itAgainst the baselineWith the 29 arms scored the same way
01metrics
| metric | mean | items | better |
|---|---|---|---|
| correct | 0.986 | 280 | higher |
| answer_words | 1.000 | 280 | neutral |
| confidence | 0.997 | 280 | neutral |
| correct_after_repair | 0.000 | 280 | neutral |
| cost_usd | $0.000000 | 280 | lower |
| fmt_markdown | 0.000 | 280 | neutral |
| fmt_verbose | 0.000 | 280 | neutral |
| latency_ms | 165.8 | 280 | lower |
| parsed | 1.000 | 280 | higher |
02cost and speed
- cost per item
- $0.000000
- speed per item
- p50 61 · p95 175 ms
Per item, over its items: cost as dollars and tokens (a local model is free but still uses tokens), speed as the median and the slow tail (p95). A goal that names this arm weighs them in its decision.
03runs
| run | made | items | cost | how |
|---|---|---|---|---|
db_bert_base_fy_n200_v1_20260930T144025Z | 2026-09-30 14:41 | 280 | $0.000000 | measured |
04config
config db_bert_base_fy_n200_v1 · adapter examples/classification-dbpedia-14/adapter.py · credentials are never shown
- device
cpu- family
bert- label_order
["Company", "EducationalInstitution", "Artist", "Athlete", "OfficeHolder", "MeanOfTransportation", "Building", "NaturalPlace", "Village", "Animal", "Plant", "Album", "Film", "WrittenWork"]- model
fabriceyhc/bert-base-uncased-dbpedia_14- precision
fp32- price_tier
free- provider
hf_local
05conditions
- data.items_sha256
a7419dc6a5876490c3ed1f96eae9398969a2f8b794e744d45ace5790bc0146f2- deployment.device
cpu- deployment.model
fabriceyhc/bert-base-uncased-dbpedia_14- deployment.quantization
fp32- deployment.source
adapter- fingerprint.version
5- library.numpy
1.26.4- library.openai
3.19.2- library.torch
2.14.0- library.transformers
4.55.4- machine.cpu_count
4- machine.platform
Linux/x86_64- machine.processor
x86_64- machine.python
3.11.15- machine.release
6.18.44-fc-v50- reference.sha256
e0564fe65fb011e37717e037a6ad662f44e796b7d7de8e62ed2344ba56fa7a8a- scorer.id
examples/classification-dbpedia-14/adapter.py- scorer.sha256
58b55c964f8bb40746c359621beb25bfd0a071fca079961bdf15be1e7c0a77a8
06the same config, scored other ways
scored against silverscored by a judgescored against a label set, not a reference setunmarked rows are scored against gold
| arm | scored against | headline | mean |
|---|---|---|---|
| db_bert_base_fy_n200_v1 | gold/dbpedia_280 gold | correct | 0.986 |
07rounds
- Round r2 of Encyclopedia topic classification (DBpedia), closed: retired in it.