model
eval-deepseek-flash llm
A model record: onboarded once for the project and used by any eval's arms.
- weights
- open
- licence
- MIT
- aliases
eval-deepseek-flash- settings
- defaults
- onboarding
- not onboarded:
evh model-onboard - best result per goal
- #4 of 19 Evidence retrieval for scientific claims (SciFact)
#9 of 29 Short news summaries (CNN)
#16 of 33 A scorer that agrees with experts on summaries (SummEval)
#19 of 28 Named-entity extraction (Few-NERD)
#25 of 30 News topic classification (AG News)
#24 of 28 Encyclopedia topic classification (DBpedia)
01deployments and their onboarding
No deployment is recorded for this model. Not onboarded yet: evh model-onboard eval-deepseek-flash.
02settings history
No change of settings or build is recorded.
03arms
| arm | deployment | goal | its settings | arm smoke | result |
|---|---|---|---|---|---|
| ag_deepseek_s_n200_v1 · adjudicated ag_news_200 | — | — | max_tokens 200, temperature 0.0 | none | correct 0.925 |
| cnn_deepseek_s_n200_v1 · judged/judge-summ-pick-v1 cnn_dailymail_200 | — | — | max_tokens 1200, temperature 0.0 | none | judge_won 0.004 |
| cnn_deepseek_s_n200_v1 · judged/judge-summ-v1 cnn_dailymail_200 | — | — | max_tokens 1200, temperature 0.0 | none | judge_score 4.818 |
| cnn_deepseek_s_n200_v1 · judged/judge-summ-v2 cnn_dailymail_200 | — | — | max_tokens 1200, temperature 0.0 | none | judge_score 4.644 |
| cnn_deepseek_s_n200_v1 · silver cnn_dailymail_200 | — | — | max_tokens 1200, temperature 0.0 | none | coverage 0.388 |
| ag_deepseek_s_n200_v1 ag_news_200 | — | News topic classification (AG News) | max_tokens 200, temperature 0.0 | none | correct 0.840 |
| cnn_deepseek_s_n200_v1 cnn_dailymail_200 | — | Short news summaries (CNN) | max_tokens 1200, temperature 0.0 | none | coverage 0.328 |
| db_deepseek_s_n200_v1 dbpedia_280 | — | Encyclopedia topic classification (DBpedia) | max_tokens 200, temperature 0.0 | none | correct 0.943 |
| fn_deepseek_s_n200_v1 few_nerd_280 | — | Named-entity extraction (Few-NERD) | max_tokens 600, temperature 0.0 | none | f1 0.576 |
| sf_deepseek_s_n200_v1 scifact_200 | — | Evidence retrieval for scientific claims (SciFact) | max_tokens 700, temperature 0.0 | none | ndcg_10 0.738 |
| se_deepseek_s_n100_v1 summeval_100 | — | A scorer that agrees with experts on summaries (SummEval) | max_tokens 1500, temperature 0.0 | none | tau 0.459 |