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Dolly 2.0 12B

Databricks · 2023-04-12 · 11.8B parameters

Dolly 2.0 is Databricks' 12B instruction-following causal language model, released in April 2023 and derived from EleutherAI's Pythia-12B. It was fine-tuned exclusively on approximately 15,000 instruction/response records generated by Databricks employees; Databricks released the model weights, training code, and databricks-dolly-15k dataset for commercial use without relying on ChatGPT-generated instruction-tuning data.

Benchmark scores

BenchmarkScore
Arena Text — Business, Management & Financial Ops (No Style Control)734
Arena Text — Chinese (No Style Control)837
Arena Text — Creative Writing (No Style Control)863
Arena Text — English (No Style Control)867
Arena Text — Entertainment, Sports & Media (No Style Control)809
Arena Text — Exclude Ties (No Style Control)568
Arena Text — Exclude Ties (Style Controlled)750
Arena Text — Hard Prompts (No Style Control)804
Arena Text — Hard Prompts English (No Style Control)809
Arena Text — Instruction Following (No Style Control)814
Arena Text — Life, Physical & Social Science (No Style Control)801
Arena Text — Multi-turn (No Style Control)740
Arena Text — Non-English (No Style Control)836
Arena Text — Non-English (Style Controlled)968
Arena Text — Occupational Mathematical (No Style Control)840
Arena Text — Software & IT Services (No Style Control)789
Arena Text — Writing, Literature & Language (No Style Control)872
BBH (Open LLM Leaderboard v2)33.2
Capability70.5
Epoch Capabilities Index (ECI)89.2
GPQA (Open LLM Leaderboard v2)24.1
IFEval (Open LLM Leaderboard v2)23.6
LMArena Text Arena Chinese Elo1001
LMArena Text Arena Coding Elo962
LMArena Text Arena Creative Writing Elo970
LMArena Text Arena Elo983
LMArena Text Arena English Elo994
LMArena Text Arena Hard Prompts Elo973
LMArena Text Arena Hard Prompts English Elo972
LMArena Text Arena Industry: Writing, Literature & Language Elo975
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