fastchat-t5-3b
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AI modelsfastchat-t5-3b
Model evaluation
Capability & preference
Human preference · Arena
Overall text preferences from head-to-head votes. Not factual accuracy or a task-success rate.
Recorded results
Only the same benchmark, version, workload, scenario and unit share a row. Missing results are not zero. System results include the full submitted hardware and software configuration.
Arena text preference / chinesehuman preference · 2026-10-15 · rating
fastchat-t5-3b
718.86 rating
Confidence interval: 681.57 – 756.16
224 votes
- Category
- chinese
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / codinghuman preference · 2026-10-15 · rating
fastchat-t5-3b
763.71 rating
Confidence interval: 734.31 – 793.11
428 votes
- Category
- coding
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / creative_writinghuman preference · 2026-10-15 · rating
fastchat-t5-3b
901.98 rating
Confidence interval: 878.65 – 925.31
744 votes
- Category
- creative_writing
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / englishhuman preference · 2026-10-15 · rating
fastchat-t5-3b
934.53 rating
Confidence interval: 921.25 – 947.81
3442 votes
- Category
- english
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / exclude_tieshuman preference · 2026-10-15 · rating
fastchat-t5-3b
634.89 rating
Confidence interval: 616.19 – 653.58
2836 votes
- Category
- exclude_ties
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / hard_promptshuman preference · 2026-10-15 · rating
fastchat-t5-3b
814.08 rating
Confidence interval: 793.39 – 834.77
797 votes
- Category
- hard_prompts
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-15 · rating
fastchat-t5-3b
829.62 rating
Confidence interval: 807.03 – 852.20
690 votes
- Category
- hard_prompts_english
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / industry_business_and_management_and_financial_operationshuman preference · 2026-10-15 · rating
fastchat-t5-3b
868.37 rating
Confidence interval: 830.15 – 906.59
287 votes
- Category
- industry_business_and_management_and_financial_operations
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / industry_entertainment_and_sports_and_mediahuman preference · 2026-10-15 · rating
fastchat-t5-3b
859.88 rating
Confidence interval: 835.87 – 883.88
719 votes
- Category
- industry_entertainment_and_sports_and_media
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / industry_legal_and_governmenthuman preference · 2026-10-15 · rating
fastchat-t5-3b
898.65 rating
Confidence interval: 851.83 – 945.46
184 votes
- Category
- industry_legal_and_government
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / industry_life_and_physical_and_social_sciencehuman preference · 2026-10-15 · rating
fastchat-t5-3b
865.41 rating
Confidence interval: 840.51 – 890.32
685 votes
- Category
- industry_life_and_physical_and_social_science
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / industry_mathematicalhuman preference · 2026-10-15 · rating
fastchat-t5-3b
851.25 rating
Confidence interval: 823.05 – 879.45
400 votes
- Category
- industry_mathematical
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-15 · rating
fastchat-t5-3b
835.85 rating
Confidence interval: 815.58 – 856.13
955 votes
- Category
- industry_software_and_it_services
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / industry_writing_and_literature_and_languagehuman preference · 2026-10-15 · rating
fastchat-t5-3b
907.57 rating
Confidence interval: 886.91 – 928.23
940 votes
- Category
- industry_writing_and_literature_and_language
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / instruction_followinghuman preference · 2026-10-15 · rating
fastchat-t5-3b
857.91 rating
Confidence interval: 839.68 – 876.14
1134 votes
- Category
- instruction_following
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / mathhuman preference · 2026-10-15 · rating
fastchat-t5-3b
861.71 rating
Confidence interval: 836.03 – 887.39
462 votes
- Category
- math
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / multi_turnhuman preference · 2026-10-15 · rating
fastchat-t5-3b
852.95 rating
Confidence interval: 822.59 – 883.32
387 votes
- Category
- multi_turn
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / non_englishhuman preference · 2026-10-15 · rating
fastchat-t5-3b
781.31 rating
Confidence interval: 759.73 – 802.89
761 votes
- Category
- non_english
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Arena text preference / overallhuman preference · 2026-10-15 · rating
fastchat-t5-3b
894.36 rating
Confidence interval: 882.15 – 906.56
4203 votes
- Category
- overall
- Evaluated configuration
- fastchat-t5-3b
- Evaluation type
- human preference
Run it locally
Capabilities
- Model license
- Apache 2.0
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