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FastChat-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.

FastChat-T5 3B 894.4 FastChat-T5 3B · 95% interval 882.2–906.6 · 4,203 votes · 2026-10-28

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 · 2026-10-28 · rating

FastChat-T5 3B

718.82 rating

Confidence interval: 681.56 – 756.07

224 votes

Category
chinese
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / codinghuman preference · 2026-10-28 · rating

FastChat-T5 3B

763.61 rating

Confidence interval: 734.23 – 792.99

428 votes

Category
coding
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / creative_writinghuman preference · 2026-10-28 · rating

FastChat-T5 3B

901.82 rating

Confidence interval: 878.51 – 925.14

744 votes

Category
creative_writing
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / englishhuman preference · 2026-10-28 · rating

FastChat-T5 3B

934.58 rating

Confidence interval: 921.31 – 947.85

3442 votes

Category
english
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / exclude_tieshuman preference · 2026-10-28 · rating

FastChat-T5 3B

634.88 rating

Confidence interval: 616.19 – 653.56

2836 votes

Category
exclude_ties
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / hard_promptshuman preference · 2026-10-28 · rating

FastChat-T5 3B

814.09 rating

Confidence interval: 793.41 – 834.77

797 votes

Category
hard_prompts
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / hard_prompts_englishhuman preference · 2026-10-28 · rating

FastChat-T5 3B

829.73 rating

Confidence interval: 807.16 – 852.30

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 · 2026-10-28 · rating

FastChat-T5 3B

868.33 rating

Confidence interval: 830.14 – 906.52

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 · 2026-10-28 · rating

FastChat-T5 3B

859.82 rating

Confidence interval: 835.82 – 883.81

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 · 2026-10-28 · rating

FastChat-T5 3B

898.90 rating

Confidence interval: 852.12 – 945.69

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 · 2026-10-28 · rating

FastChat-T5 3B

865.43 rating

Confidence interval: 840.54 – 890.33

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 · 2026-10-28 · rating

FastChat-T5 3B

851.25 rating

Confidence interval: 823.06 – 879.44

400 votes

Category
industry_mathematical
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / industry_software_and_it_serviceshuman preference · 2026-10-28 · rating

FastChat-T5 3B

835.77 rating

Confidence interval: 815.51 – 856.03

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 · 2026-10-28 · rating

FastChat-T5 3B

907.51 rating

Confidence interval: 886.86 – 928.15

940 votes

Category
industry_writing_and_literature_and_language
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / instruction_followinghuman preference · 2026-10-28 · rating

FastChat-T5 3B

857.90 rating

Confidence interval: 839.68 – 876.12

1134 votes

Category
instruction_following
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / mathhuman preference · 2026-10-28 · rating

FastChat-T5 3B

861.75 rating

Confidence interval: 836.08 – 887.42

462 votes

Category
math
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / multi_turnhuman preference · 2026-10-28 · rating

FastChat-T5 3B

852.96 rating

Confidence interval: 822.61 – 883.30

387 votes

Category
multi_turn
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / non_englishhuman preference · 2026-10-28 · rating

FastChat-T5 3B

781.22 rating

Confidence interval: 759.65 – 802.78

761 votes

Category
non_english
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference
Arena text preference / overallhuman preference · 2026-10-28 · rating

FastChat-T5 3B

894.37 rating

Confidence interval: 882.17 – 906.57

4203 votes

Category
overall
Evaluated configuration
FastChat-T5 3B
Evaluation type
human preference

Run it locally

Inference · memory estimate

FastChat-T5 3B

Not enough verified architecture information for a reliable VRAM estimate.

Capabilities

Model license
Apache 2.0