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Phi-3 Medium 4K Instruct

Microsoft · 2024-05-21 · 14B parameters

Phi-3 Medium 4K Instruct is Microsoft's dense 14B-class instruction-tuned language model with a 4,096-token context window and configured 2,047-token sliding-window grouped-query attention. The released checkpoint was post-trained with supervised fine-tuning and direct preference optimization for instruction following and safety; Microsoft reports an October 2023 cutoff for its offline training data. It is the short-context counterpart to Phi-3 Medium 128K Instruct.

Benchmark scores

BenchmarkScore
Arena Text — Business, Management & Financial Ops (No Style Control)1099
Arena Text — Chinese (No Style Control)1108
Arena Text — Creative Writing (No Style Control)1106
Arena Text — English (No Style Control)1169
Arena Text — Entertainment, Sports & Media (No Style Control)1081
Arena Text — Exclude Ties (No Style Control)978
Arena Text — Exclude Ties (Style Controlled)1064
Arena Text — Expert (No Style Control)1108
Arena Text — French (No Style Control)1111
Arena Text — French (Style Controlled)1185
Arena Text — German (No Style Control)1101
Arena Text — Hard Prompts (No Style Control)1126
Arena Text — Hard Prompts English (No Style Control)1142
Arena Text — Instruction Following (No Style Control)1113
Arena Text — Japanese (No Style Control)1042
Arena Text — Korean (No Style Control)954
Arena Text — Legal & Government (No Style Control)1131
Arena Text — Life, Physical & Social Science (No Style Control)1138
Arena Text — Longer Query (No Style Control)1120
Arena Text — Medicine & Healthcare (No Style Control)1119
Arena Text — Multi-turn (No Style Control)1088
Arena Text — Non-English (No Style Control)1094
Arena Text — Non-English (Style Controlled)1153
Arena Text — Occupational Mathematical (No Style Control)1176
Arena Text — Russian (No Style Control)1145
Arena Text — Software & IT Services (No Style Control)1133
Arena Text — Spanish (No Style Control)1095
Arena Text — Writing, Literature & Language (No Style Control)1126
BBH (Open LLM Leaderboard v2)64.1
Capability114.6
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