hplisiecki/pinocchio-inventory · Datasets at Hugging Face

model_id stringlengths 13 47	name stringlengths 7 35	org stringclasses 11 values	stage stringclasses 5 values	params_b float64 0.27 1.6k	active_b float64 2.24 55 ⌀	prompt_mode stringclasses 3 values	A float64 0.07 0.68	B float64 0.13 0.82	gap float64 -0.21 0.49	acq float64 0 0.83	miss float64 0 0.23
CYFRAGOVPL/Llama-PLLuM-70B-base-2412	Llama-PLLuM-70B-base-2412	CYFRAGOVPL	Base	70	null	raw_guided	0.54375	0.607639	0.14	0.75	0
CYFRAGOVPL/Llama-PLLuM-70B-base-250801	Llama-PLLuM-70B-base-250801	CYFRAGOVPL	Base	70	null	raw_guided	0.381944	0.305556	-0.066667	0.208333	0
CYFRAGOVPL/Llama-PLLuM-70B-chat-2412	Llama-PLLuM-70B-chat-2412	CYFRAGOVPL	Post-trained	70	null	chat_template	0.561667	0.727273	-0.01875	0.5	0.066667
CYFRAGOVPL/Llama-PLLuM-70B-chat-2508	Llama-PLLuM-70B-chat-2508	CYFRAGOVPL	Post-trained	70	null	chat_template	0.565217	0.673611	-0.001754	0.416667	0.008333
CYFRAGOVPL/Llama-PLLuM-70B-instruct-2412	Llama-PLLuM-70B-instruct-2412	CYFRAGOVPL	Post-trained	70	null	chat_template	0.582639	0.663194	-0.026667	0.541667	0
CYFRAGOVPL/Llama-PLLuM-70B-instruct-2508	Llama-PLLuM-70B-instruct-2508	CYFRAGOVPL	Post-trained	70	null	chat_template	0.588889	0.631944	0.006667	0.541667	0
CYFRAGOVPL/Llama-PLLuM-8B-base-2412	Llama-PLLuM-8B-base-2412	CYFRAGOVPL	Base	8	null	raw_guided	0.523611	0.467014	0.1725	0.833333	0
CYFRAGOVPL/Llama-PLLuM-8B-base-250801	Llama-PLLuM-8B-base-250801	CYFRAGOVPL	Base	8	null	raw_guided	0.405556	0.229167	0.1275	0.333333	0
CYFRAGOVPL/Llama-PLLuM-8B-base-2512	Llama-PLLuM-8B-base-2512	CYFRAGOVPL	Base	8	null	raw_guided	0.373611	0.279514	0.239167	0.166667	0
CYFRAGOVPL/Llama-PLLuM-8B-chat-2512	Llama-PLLuM-8B-chat-2512	CYFRAGOVPL	Post-trained	8	null	chat_template	0.510606	0.585317	0.105556	0.666667	0.058333
CYFRAGOVPL/Llama-PLLuM-8B-instruct-2412	Llama-PLLuM-8B-instruct-2412	CYFRAGOVPL	Post-trained	8	null	chat_template	0.582639	0.555556	-0.1225	0.5	0
CYFRAGOVPL/Llama-PLLuM-8B-instruct-2512	Llama-PLLuM-8B-instruct-2512	CYFRAGOVPL	Post-trained	8	null	chat_template	0.579167	0.496377	-0.021667	0.541667	0.025
CYFRAGOVPL/PLLuM-12B-base-2412	PLLuM-12B-base-2412	CYFRAGOVPL	Base	12	null	raw_guided	0.1875	0.291667	0.239167	0	0
CYFRAGOVPL/PLLuM-12B-base-250801	PLLuM-12B-base-250801	CYFRAGOVPL	Base	12	null	raw_guided	0.423611	0.659722	0.229167	0.666667	0
CYFRAGOVPL/PLLuM-12B-base-2512	PLLuM-12B-base-2512	CYFRAGOVPL	Base	12	null	raw_guided	0.208333	0.458333	0.395	0.458333	0
CYFRAGOVPL/PLLuM-12B-chat-2512	PLLuM-12B-chat-2512	CYFRAGOVPL	Post-trained	12	null	chat_template	0.623016	0.675347	0.039216	0.708333	0.033333
CYFRAGOVPL/PLLuM-12B-instruct-2412	PLLuM-12B-instruct-2412	CYFRAGOVPL	Post-trained	12	null	chat_template	0.423913	0.298913	-0.039474	0.083333	0.083333
CYFRAGOVPL/PLLuM-12B-instruct-2512	PLLuM-12B-instruct-2512	CYFRAGOVPL	Post-trained	12	null	chat_template	0.621739	0.609375	0.014167	0.791667	0.008333
CYFRAGOVPL/PLLuM-12B-nc-base-2412	PLLuM-12B-nc-base-2412	CYFRAGOVPL	Base	12	null	raw_guided	0.270833	0.548611	0.165833	0.458333	0
CYFRAGOVPL/PLLuM-12B-nc-base-250715	PLLuM-12B-nc-base-250715	CYFRAGOVPL	Base	12	null	raw_guided	0.458333	0.612847	0.080833	0.458333	0
CYFRAGOVPL/PLLuM-12B-nc-instruct-2412	PLLuM-12B-nc-instruct-2412	CYFRAGOVPL	Post-trained	12	null	chat_template	0.561111	0.605903	0.041228	0.5	0.025
CYFRAGOVPL/PLLuM-12B-nc-instruct-250715	PLLuM-12B-nc-instruct-250715	CYFRAGOVPL	Post-trained	12	null	chat_template	0.513333	0.768519	-0.183333	0.75	0.133333
CYFRAGOVPL/PLLuM-4B-base-2512	PLLuM-4B-base-2512	CYFRAGOVPL	Base	4	null	raw_guided	0.506944	0.493056	0.119167	0.625	0
CYFRAGOVPL/PLLuM-4B-chat-2512	PLLuM-4B-chat-2512	CYFRAGOVPL	Post-trained	4	null	chat_template	0.627536	0.768939	0.027778	0.833333	0.083333
CYFRAGOVPL/PLLuM-4B-instruct-2512	PLLuM-4B-instruct-2512	CYFRAGOVPL	Post-trained	4	null	chat_template	0.611905	0.670455	-0.04881	0.75	0.125
CYFRAGOVPL/PLLuM-8x7B-base-2412	PLLuM-8x7B-base-2412	CYFRAGOVPL	Base	46.7	12.9	raw_guided	0.370139	0.390625	-0.041667	0.125	0
CYFRAGOVPL/PLLuM-8x7B-chat-2412	PLLuM-8x7B-chat-2412	CYFRAGOVPL	Post-trained	46.7	12.9	chat_template	0.415972	0.730903	0.166667	0.458333	0.025
CYFRAGOVPL/PLLuM-8x7B-instruct-2412	PLLuM-8x7B-instruct-2412	CYFRAGOVPL	Post-trained	46.7	12.9	chat_template	0.442361	0.720486	0.155833	0.458333	0
CYFRAGOVPL/PLLuM-8x7B-nc-base-2412	PLLuM-8x7B-nc-base-2412	CYFRAGOVPL	Base	46.7	12.9	raw_guided	0.377778	0.402778	0.053333	0.041667	0
CYFRAGOVPL/PLLuM-8x7B-nc-chat-2412	PLLuM-8x7B-nc-chat-2412	CYFRAGOVPL	Post-trained	46.7	12.9	chat_template	0.547917	0.670139	0.095833	0.583333	0
CYFRAGOVPL/PLLuM-8x7B-nc-instruct-2412	PLLuM-8x7B-nc-instruct-2412	CYFRAGOVPL	Post-trained	46.7	12.9	chat_template	0.499306	0.678819	0.133333	0.583333	0
Qwen/Qwen3-0.6B	Qwen3-0.6B	Qwen	Post-trained	0.6	null	chat_template	0.649306	0.645833	0.0025	0.75	0
Qwen/Qwen3-0.6B-Base	Qwen3-0.6B-Base	Qwen	Base	0.6	null	raw_guided	0.428472	0.366319	0.164167	0.291667	0
Qwen/Qwen3-1.7B	Qwen3-1.7B	Qwen	Post-trained	1.7	null	chat_template	0.6	0.682292	-0.07	0.666667	0.008333
Qwen/Qwen3-1.7B-Base	Qwen3-1.7B-Base	Qwen	Base	1.7	null	raw_guided	0.400694	0.262153	0.176667	0.291667	0
Qwen/Qwen3-14B	Qwen3-14B	Qwen	Post-trained	14.8	null	api_chat	0.486111	0.651042	0.039167	0.541667	0
Qwen/Qwen3-14B-Base	Qwen3-14B-Base	Qwen	Base	14.8	null	raw_guided	0.572917	0.585069	-0.021667	0.583333	0
Qwen/Qwen3-30B-A3B	Qwen3-30B-A3B	Qwen	Post-trained	30.5	3.3	api_chat	0.417361	0.630208	0.044167	0.5	0
Qwen/Qwen3-30B-A3B-Base	Qwen3-30B-A3B-Base	Qwen	Base	30.5	3.3	raw_guided	0.347917	0.425347	0.175	0.25	0
Qwen/Qwen3-4B	Qwen3-4B	Qwen	Post-trained	4	null	chat_template	0.432639	0.614583	0.049167	0.541667	0
Qwen/Qwen3-4B-Base	Qwen3-4B-Base	Qwen	Base	4	null	raw_guided	0.482639	0.401042	0.1325	0.583333	0
Qwen/Qwen3-8B	Qwen3-8B	Qwen	Post-trained	8.2	null	api_chat	0.480556	0.611111	0.035	0.583333	0
Qwen/Qwen3-8B-Base	Qwen3-8B-Base	Qwen	Base	8.2	null	raw_guided	0.475694	0.477431	0.078333	0.583333	0
Qwen/Qwen3.5-0.8B	Qwen3.5-0.8B	Qwen	Post-trained	0.8	null	chat_template	0.518841	0.510417	-0.085833	0.541667	0.008333
Qwen/Qwen3.5-0.8B-Base	Qwen3.5-0.8B-Base	Qwen	Base	0.8	null	raw_guided	0.178472	0.243056	0.081667	0.166667	0
Qwen/Qwen3.5-2B	Qwen3.5-2B	Qwen	Post-trained	2	null	chat_template	0.4875	0.475694	-0.006667	0.333333	0
Qwen/Qwen3.5-2B-Base	Qwen3.5-2B-Base	Qwen	Base	2	null	raw_guided	0.315972	0.465278	0.166667	0.083333	0
Qwen/Qwen3.5-35B-A3B	Qwen3.5-35B-A3B	Qwen	Post-trained	35	3	api_chat	0.077778	0.466667	0.373333	0.333333	0.175
Qwen/Qwen3.5-35B-A3B-Base	Qwen3.5-35B-A3B-Base	Qwen	Base	35	3	raw_guided	0.465278	0.489583	-0.02	0.333333	0
Qwen/Qwen3.5-4B-Base	Qwen3.5-4B-Base	Qwen	Base	4	null	raw_guided	0.295139	0.494792	0.161667	0.208333	0
Qwen/Qwen3.5-9B	Qwen3.5-9B	Qwen	Post-trained	9	null	api_chat	0.337681	0.59375	0.138596	0.5	0.008333
Qwen/Qwen3.5-9B-Base	Qwen3.5-9B-Base	Qwen	Base	9	null	raw_guided	0.309028	0.416667	0.279167	0.125	0
allenai/OLMo-2-0325-32B	OLMo-2-0325-32B	allenai	Base	32	null	raw_guided	0.503472	0.407986	0.078333	0.291667	0
allenai/OLMo-2-0325-32B-DPO	OLMo-2-0325-32B-DPO	allenai	DPO	32	null	chat_template	0.444444	0.748264	0.03	0.388889	0.008333
allenai/OLMo-2-0325-32B-Instruct	OLMo-2-0325-32B-Instruct	allenai	RLVR	32	null	chat_template	0.413194	0.741319	0.070833	0.541667	0
allenai/OLMo-2-1124-13B	OLMo-2-1124-13B	allenai	Base	13	null	raw_guided	0.243056	0.137153	0.140833	0	0
allenai/OLMo-2-1124-13B-DPO	OLMo-2-1124-13B-DPO	allenai	DPO	13	null	chat_template	0.46875	0.664773	0.1175	0.416667	0.033333
allenai/OLMo-2-1124-13B-Instruct	OLMo-2-1124-13B-Instruct	allenai	RLVR	13	null	chat_template	0.475694	0.654514	0.100833	0.625	0.008333
allenai/OLMo-2-1124-13B-SFT	OLMo-2-1124-13B-SFT	allenai	SFT	13	null	chat_template	0.475397	0.724206	0.123958	0.541667	0.091667
allenai/OLMo-2-1124-7B	OLMo-2-1124-7B	allenai	Base	7	null	raw_guided	0.484028	0.369792	0.201667	0.291667	0
allenai/OLMo-2-1124-7B-Instruct	OLMo-2-1124-7B-Instruct	allenai	RLVR	7	null	chat_template	0.479167	0.748188	0.113333	0.5	0.008333
allenai/Olmo-3-1025-7B	Olmo-3-1025-7B	allenai	Base	7	null	raw_guided	0.555556	0.532986	0.065833	0.666667	0
allenai/Olmo-3-1125-32B	Olmo-3-1125-32B	allenai	Base	32	null	raw_guided	0.548611	0.512153	0.220833	0.291667	0
allenai/Olmo-3-32B-Think	Olmo-3-32B-Think	allenai	RLVR	32	null	chat_template	0.383333	0.638889	0.127778	0.333333	0.233333
allenai/Olmo-3-32B-Think-DPO	Olmo-3-32B-Think-DPO	allenai	DPO	32	null	chat_template	0.462319	0.751812	0.100833	0.458333	0.05
allenai/Olmo-3-32B-Think-SFT	Olmo-3-32B-Think-SFT	allenai	SFT	32	null	chat_template	0.457246	0.616319	0.1075	0.458333	0.008333
allenai/Olmo-3-7B-Instruct	Olmo-3-7B-Instruct	allenai	RLVR	7	null	chat_template	0.558333	0.647569	-0.0075	0.5	0
allenai/Olmo-3-7B-Instruct-DPO	Olmo-3-7B-Instruct-DPO	allenai	DPO	7	null	chat_template	0.572222	0.668403	-0.024167	0.5	0
allenai/Olmo-3-7B-Instruct-SFT	Olmo-3-7B-Instruct-SFT	allenai	SFT	7	null	chat_template	0.518182	0.719203	0.066667	0.541667	0.041667
allenai/Olmo-3-7B-Think-DPO	Olmo-3-7B-Think-DPO	allenai	DPO	7	null	chat_template	0.549123	0.740942	0.034615	0.75	0.141667
allenai/Olmo-3-7B-Think-SFT	Olmo-3-7B-Think-SFT	allenai	SFT	7	null	chat_template	0.504762	0.675347	0.035897	0.444444	0.141667
allenai/Olmo-3.1-32B-Instruct	Olmo-3.1-32B-Instruct	allenai	RLVR	32	null	chat_template	0.481884	0.651042	0.004386	0.541667	0.008333
allenai/Olmo-3.1-32B-Instruct-DPO	Olmo-3.1-32B-Instruct-DPO	allenai	DPO	32	null	chat_template	0.502778	0.703125	-0.015833	0.541667	0
allenai/Olmo-3.1-32B-Instruct-SFT	Olmo-3.1-32B-Instruct-SFT	allenai	SFT	32	null	chat_template	0.5125	0.682292	0.030833	0.541667	0
allenai/Olmo-3.1-32B-Think	Olmo-3.1-32B-Think	allenai	RLVR	32	null	chat_template	0.247826	0.452381	0.277778	0.375	0.208333
deepseek-ai/DeepSeek-Coder-V2-Lite-Base	DeepSeek-Coder-V2-Lite-Base	deepseek-ai	Base	16	2.4	raw_guided	0.447917	0.472222	-0.101667	0.333333	0
deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct	DeepSeek-Coder-V2-Lite-Instruct	deepseek-ai	Post-trained	16	2.4	chat_template	0.347619	0.75	0.135294	0.555556	0.075
deepseek-ai/DeepSeek-V2-Lite	DeepSeek-V2-Lite	deepseek-ai	Base	15.7	2.4	raw_guided	0.511806	0.552083	0.005	0.375	0
deepseek-ai/DeepSeek-V2-Lite-Chat	DeepSeek-V2-Lite-Chat	deepseek-ai	SFT	15.7	2.4	chat_template	0.478333	0.71627	-0.002083	0.444444	0.1
deepseek-ai/DeepSeek-V3.1	DeepSeek-V3.1	deepseek-ai	Post-trained	671	37	api_chat	0.402778	0.6875	0.1	0.458333	0
deepseek-ai/DeepSeek-V3.2-Exp	DeepSeek-V3.2-Exp	deepseek-ai	Post-trained	671	37	api_chat	0.3875	0.723958	0.054167	0.541667	0
deepseek-ai/DeepSeek-V4-Flash	DeepSeek-V4-Flash	deepseek-ai	Post-trained	284	13	api_chat	0.469444	0.75	0.01	0.416667	0
deepseek-ai/DeepSeek-V4-Pro	DeepSeek-V4-Pro	deepseek-ai	Post-trained	1,600	49	api_chat	0.340972	0.644097	0.1325	0.541667	0
deepseek-ai/deepseek-coder-1.3b-base	deepseek-coder-1.3b-base	deepseek-ai	Base	1.3	null	raw_guided	0.366667	0.513889	-0.071667	0.375	0
deepseek-ai/deepseek-coder-33b-base	deepseek-coder-33b-base	deepseek-ai	Base	33	null	raw_guided	0.3875	0.553819	0.003333	0.666667	0
deepseek-ai/deepseek-coder-6.7b-base	deepseek-coder-6.7b-base	deepseek-ai	Base	6.7	null	raw_guided	0.460417	0.564236	0.065833	0.666667	0
deepseek-ai/deepseek-coder-7b-base-v1.5	deepseek-coder-7b-base-v1.5	deepseek-ai	Base	7	null	raw_guided	0.445139	0.454861	0.051667	0.375	0
deepseek-ai/deepseek-llm-67b-base	deepseek-llm-67b-base	deepseek-ai	Base	67	null	raw_guided	0.631944	0.616319	-0.008333	0.458333	0
deepseek-ai/deepseek-llm-67b-chat	deepseek-llm-67b-chat	deepseek-ai	Post-trained	67	null	chat_template	0.62619	0.68254	-0.005556	0.611111	0.141667
deepseek-ai/deepseek-llm-7b-base	deepseek-llm-7b-base	deepseek-ai	Base	7	null	raw_guided	0.611111	0.595486	0.060833	0.5	0
deepseek-ai/deepseek-llm-7b-chat	deepseek-llm-7b-chat	deepseek-ai	Post-trained	7	null	chat_template	0.551449	0.597222	-0.04386	0.333333	0.016667
deepseek-ai/deepseek-math-7b-base	deepseek-math-7b-base	deepseek-ai	Base	7	null	raw_guided	0.618056	0.581597	0.054167	0.5	0
deepseek-ai/deepseek-moe-16b-base	deepseek-moe-16b-base	deepseek-ai	Base	16	2.8	raw_guided	0.649306	0.454861	-0.049167	0.791667	0
google/codegemma-7b	codegemma-7b	google	Base	7	null	raw_guided	0.495833	0.520833	0.085833	0.208333	0
google/codegemma-7b-it	codegemma-7b-it	google	Post-trained	7	null	chat_template	0.518254	0.609127	0.052778	0.5	0.075
google/gemma-2-27b	gemma-2-27b	google	Base	27	null	raw_guided	0.440278	0.477431	0.18	0.208333	0
google/gemma-2-27b-it	gemma-2-27b-it	google	Post-trained	27	null	api_chat	0.5	0.714015	-0.017544	0.541667	0.025
google/gemma-2-2b	gemma-2-2b	google	Base	2	null	raw_guided	0.360417	0.423611	-0.045	0	0
google/gemma-2-2b-it	gemma-2-2b-it	google	Post-trained	2	null	chat_template	0.401389	0.578125	0.064167	0.541667	0
google/gemma-2-9b	gemma-2-9b	google	Base	9	null	raw_guided	0.480556	0.458333	0.1525	0.208333	0

CYFRAGOVPL/Llama-PLLuM-70B-base-2412

Llama-PLLuM-70B-base-2412

CYFRAGOVPL

Base

70

null

raw_guided

0.54375

0.607639

0.14

0.75

0

CYFRAGOVPL/Llama-PLLuM-70B-base-250801

Llama-PLLuM-70B-base-250801

CYFRAGOVPL

Base

70

null

raw_guided

0.381944

0.305556

-0.066667

0.208333

0

CYFRAGOVPL/Llama-PLLuM-70B-chat-2412

Llama-PLLuM-70B-chat-2412

CYFRAGOVPL

Post-trained

70

null

chat_template

0.561667

0.727273

-0.01875

0.5

0.066667

CYFRAGOVPL/Llama-PLLuM-70B-chat-2508

Llama-PLLuM-70B-chat-2508

CYFRAGOVPL

Post-trained

70

null

chat_template

0.565217

0.673611

-0.001754

0.416667

0.008333

CYFRAGOVPL/Llama-PLLuM-70B-instruct-2412

Llama-PLLuM-70B-instruct-2412

CYFRAGOVPL

Post-trained

70

null

chat_template

0.582639

0.663194

-0.026667

0.541667

0

CYFRAGOVPL/Llama-PLLuM-70B-instruct-2508

Llama-PLLuM-70B-instruct-2508

CYFRAGOVPL

Post-trained

70

null

chat_template

0.588889

0.631944

0.006667

0.541667

0

CYFRAGOVPL/Llama-PLLuM-8B-base-2412

Llama-PLLuM-8B-base-2412

CYFRAGOVPL

Base

8

null

raw_guided

0.523611

0.467014

0.1725

0.833333

0

CYFRAGOVPL/Llama-PLLuM-8B-base-250801

Llama-PLLuM-8B-base-250801

CYFRAGOVPL

Base

8

null

raw_guided

0.405556

0.229167

0.1275

0.333333

0

CYFRAGOVPL/Llama-PLLuM-8B-base-2512

Llama-PLLuM-8B-base-2512

CYFRAGOVPL

Base

8

null

raw_guided

0.373611

0.279514

0.239167

0.166667

0

CYFRAGOVPL/Llama-PLLuM-8B-chat-2512

Llama-PLLuM-8B-chat-2512

CYFRAGOVPL

Post-trained

8

null

chat_template

0.510606

0.585317

0.105556

0.666667

0.058333

CYFRAGOVPL/Llama-PLLuM-8B-instruct-2412

Llama-PLLuM-8B-instruct-2412

CYFRAGOVPL

Post-trained

8

null

chat_template

0.582639

0.555556

-0.1225

0.5

0

CYFRAGOVPL/Llama-PLLuM-8B-instruct-2512

Llama-PLLuM-8B-instruct-2512

CYFRAGOVPL

Post-trained

8

null

chat_template

0.579167

0.496377

-0.021667

0.541667

0.025

CYFRAGOVPL/PLLuM-12B-base-2412

PLLuM-12B-base-2412

CYFRAGOVPL

Base

12

null

raw_guided

0.1875

0.291667

0.239167

0

CYFRAGOVPL/PLLuM-12B-base-250801

PLLuM-12B-base-250801

CYFRAGOVPL

Base

12

null

raw_guided

0.423611

0.659722

0.229167

0.666667

0

CYFRAGOVPL/PLLuM-12B-base-2512

PLLuM-12B-base-2512

CYFRAGOVPL

Base

12

null

raw_guided

0.208333

0.458333

0.395

0.458333

0

CYFRAGOVPL/PLLuM-12B-chat-2512

PLLuM-12B-chat-2512

CYFRAGOVPL

Post-trained

12

null

chat_template

0.623016

0.675347

0.039216

0.708333

0.033333

CYFRAGOVPL/PLLuM-12B-instruct-2412

PLLuM-12B-instruct-2412

CYFRAGOVPL

Post-trained

12

null

chat_template

0.423913

0.298913

-0.039474

0.083333

CYFRAGOVPL/PLLuM-12B-instruct-2512

PLLuM-12B-instruct-2512

CYFRAGOVPL

Post-trained

12

null

chat_template

0.621739

0.609375

0.014167

0.791667

0.008333

CYFRAGOVPL/PLLuM-12B-nc-base-2412

PLLuM-12B-nc-base-2412

CYFRAGOVPL

Base

12

null

raw_guided

0.270833

0.548611

0.165833

0.458333

0

CYFRAGOVPL/PLLuM-12B-nc-base-250715

PLLuM-12B-nc-base-250715

CYFRAGOVPL

Base

12

null

raw_guided

0.458333

0.612847

0.080833

0.458333

0

CYFRAGOVPL/PLLuM-12B-nc-instruct-2412

PLLuM-12B-nc-instruct-2412

CYFRAGOVPL

Post-trained

12

null

chat_template

0.561111

0.605903

0.041228

0.5

0.025

CYFRAGOVPL/PLLuM-12B-nc-instruct-250715

PLLuM-12B-nc-instruct-250715

CYFRAGOVPL

Post-trained

12

null

chat_template

0.513333

0.768519

-0.183333

0.75

0.133333

CYFRAGOVPL/PLLuM-4B-base-2512

PLLuM-4B-base-2512

CYFRAGOVPL

Base

4

null

raw_guided

0.506944

0.493056

0.119167

0.625

0

CYFRAGOVPL/PLLuM-4B-chat-2512

PLLuM-4B-chat-2512

CYFRAGOVPL

Post-trained

4

null

chat_template

0.627536

0.768939

0.027778

0.833333

0.083333

CYFRAGOVPL/PLLuM-4B-instruct-2512

PLLuM-4B-instruct-2512

CYFRAGOVPL

Post-trained

4

null

chat_template

0.611905

0.670455

-0.04881

0.75

0.125

CYFRAGOVPL/PLLuM-8x7B-base-2412

PLLuM-8x7B-base-2412

CYFRAGOVPL

Base

46.7

12.9

raw_guided

0.370139

0.390625

-0.041667

0.125

0

CYFRAGOVPL/PLLuM-8x7B-chat-2412

PLLuM-8x7B-chat-2412

CYFRAGOVPL

Post-trained

46.7

12.9

chat_template

0.415972

0.730903

0.166667

0.458333

0.025

CYFRAGOVPL/PLLuM-8x7B-instruct-2412

PLLuM-8x7B-instruct-2412

CYFRAGOVPL

Post-trained

46.7

12.9

chat_template

0.442361

0.720486

0.155833

0.458333

0

CYFRAGOVPL/PLLuM-8x7B-nc-base-2412

PLLuM-8x7B-nc-base-2412

CYFRAGOVPL

Base

46.7

12.9

raw_guided

0.377778

0.402778

0.053333

0.041667

0

CYFRAGOVPL/PLLuM-8x7B-nc-chat-2412

PLLuM-8x7B-nc-chat-2412

CYFRAGOVPL

Post-trained

46.7

12.9

chat_template

0.547917

0.670139

0.095833

0.583333

0

CYFRAGOVPL/PLLuM-8x7B-nc-instruct-2412

PLLuM-8x7B-nc-instruct-2412

CYFRAGOVPL

Post-trained

46.7

12.9

chat_template

0.499306

0.678819

0.133333

0.583333

0

Qwen/Qwen3-0.6B

Qwen3-0.6B

Qwen

Post-trained

0.6

null

chat_template

0.649306

0.645833

0.0025

0.75

0

Qwen/Qwen3-0.6B-Base

Qwen3-0.6B-Base

Qwen

Base

0.6

null

raw_guided

0.428472

0.366319

0.164167

0.291667

0

Qwen/Qwen3-1.7B

Qwen3-1.7B

Qwen

Post-trained

1.7

null

chat_template

0.6

0.682292

-0.07

0.666667

0.008333

Qwen/Qwen3-1.7B-Base

Qwen3-1.7B-Base

Qwen

Base

1.7

null

raw_guided

0.400694

0.262153

0.176667

0.291667

0

Qwen/Qwen3-14B

Qwen3-14B

Qwen

Post-trained

14.8

null

api_chat

0.486111

0.651042

0.039167

0.541667

0

Qwen/Qwen3-14B-Base

Qwen3-14B-Base

Qwen

Base

14.8

null

raw_guided

0.572917

0.585069

-0.021667

0.583333

0

Qwen/Qwen3-30B-A3B

Qwen3-30B-A3B

Qwen

Post-trained

30.5

3.3

api_chat

0.417361

0.630208

0.044167

0.5

0

Qwen/Qwen3-30B-A3B-Base

Qwen3-30B-A3B-Base

Qwen

Base

30.5

3.3

raw_guided

0.347917

0.425347

0.175

0.25

0

Qwen/Qwen3-4B

Qwen3-4B

Qwen

Post-trained

4

null

chat_template

0.432639

0.614583

0.049167

0.541667

0

Qwen/Qwen3-4B-Base

Qwen3-4B-Base

Qwen

Base

4

null

raw_guided

0.482639

0.401042

0.1325

0.583333

0

Qwen/Qwen3-8B

Qwen3-8B

Qwen

Post-trained

8.2

null

api_chat

0.480556

0.611111

0.035

0.583333

0

Qwen/Qwen3-8B-Base

Qwen3-8B-Base

Qwen

Base

8.2

null

raw_guided

0.475694

0.477431

0.078333

0.583333

0

Qwen/Qwen3.5-0.8B

Qwen3.5-0.8B

Qwen

Post-trained

0.8

null

chat_template

0.518841

0.510417

-0.085833

0.541667

0.008333

Qwen/Qwen3.5-0.8B-Base

Qwen3.5-0.8B-Base

Qwen

Base

0.8

null

raw_guided

0.178472

0.243056

0.081667

0.166667

0

Qwen/Qwen3.5-2B

Qwen3.5-2B

Qwen

Post-trained

2

null

chat_template

0.4875

0.475694

-0.006667

0.333333

0

Qwen/Qwen3.5-2B-Base

Qwen3.5-2B-Base

Qwen

Base

2

null

raw_guided

0.315972

0.465278

0.166667

0.083333

0

Qwen/Qwen3.5-35B-A3B

Qwen3.5-35B-A3B

Qwen

Post-trained

35

3

api_chat

0.077778

0.466667

0.373333

0.333333

0.175

Qwen/Qwen3.5-35B-A3B-Base

Qwen3.5-35B-A3B-Base

Qwen

Base

35

3

raw_guided

0.465278

0.489583

-0.02

0.333333

0

Qwen/Qwen3.5-4B-Base

Qwen3.5-4B-Base

Qwen

Base

4

null

raw_guided

0.295139

0.494792

0.161667

0.208333

0

Qwen/Qwen3.5-9B

Qwen3.5-9B

Qwen

Post-trained

9

null

api_chat

0.337681

0.59375

0.138596

0.5

0.008333

Qwen/Qwen3.5-9B-Base

Qwen3.5-9B-Base

Qwen

Base

9

null

raw_guided

0.309028

0.416667

0.279167

0.125

0

allenai/OLMo-2-0325-32B

OLMo-2-0325-32B

allenai

Base

32

null

raw_guided

0.503472

0.407986

0.078333

0.291667

0

allenai/OLMo-2-0325-32B-DPO

OLMo-2-0325-32B-DPO

allenai

DPO

32

null

chat_template

0.444444

0.748264

0.03

0.388889

0.008333

allenai/OLMo-2-0325-32B-Instruct

OLMo-2-0325-32B-Instruct

allenai

RLVR

32

null

chat_template

0.413194

0.741319

0.070833

0.541667

0

allenai/OLMo-2-1124-13B

OLMo-2-1124-13B

allenai

Base

13

null

raw_guided

0.243056

0.137153

0.140833

0

allenai/OLMo-2-1124-13B-DPO

OLMo-2-1124-13B-DPO

allenai

DPO

13

null

chat_template

0.46875

0.664773

0.1175

0.416667

0.033333

allenai/OLMo-2-1124-13B-Instruct

OLMo-2-1124-13B-Instruct

allenai

RLVR

13

null

chat_template

0.475694

0.654514

0.100833

0.625

0.008333

allenai/OLMo-2-1124-13B-SFT

OLMo-2-1124-13B-SFT

allenai

SFT

13

null

chat_template

0.475397

0.724206

0.123958

0.541667

0.091667

allenai/OLMo-2-1124-7B

OLMo-2-1124-7B

allenai

Base

7

null

raw_guided

0.484028

0.369792

0.201667

0.291667

0

allenai/OLMo-2-1124-7B-Instruct

OLMo-2-1124-7B-Instruct

allenai

RLVR

7

null

chat_template

0.479167

0.748188

0.113333

0.5

0.008333

allenai/Olmo-3-1025-7B

Olmo-3-1025-7B

allenai

Base

7

null

raw_guided

0.555556

0.532986

0.065833

0.666667

0

allenai/Olmo-3-1125-32B

Olmo-3-1125-32B

allenai

Base

32

null

raw_guided

0.548611

0.512153

0.220833

0.291667

0

allenai/Olmo-3-32B-Think

Olmo-3-32B-Think

allenai

RLVR

32

null

chat_template

0.383333

0.638889

0.127778

0.333333

0.233333

allenai/Olmo-3-32B-Think-DPO

Olmo-3-32B-Think-DPO

allenai

DPO

32

null

chat_template

0.462319

0.751812

0.100833

0.458333

0.05

allenai/Olmo-3-32B-Think-SFT

Olmo-3-32B-Think-SFT

allenai

SFT

32

null

chat_template

0.457246

0.616319

0.1075

0.458333

0.008333

allenai/Olmo-3-7B-Instruct

Olmo-3-7B-Instruct

allenai

RLVR

7

null

chat_template

0.558333

0.647569

-0.0075

0.5

0

allenai/Olmo-3-7B-Instruct-DPO

Olmo-3-7B-Instruct-DPO

allenai

DPO

7

null

chat_template

0.572222

0.668403

-0.024167

0.5

0

allenai/Olmo-3-7B-Instruct-SFT

Olmo-3-7B-Instruct-SFT

allenai

SFT

7

null

chat_template

0.518182

0.719203

0.066667

0.541667

0.041667

allenai/Olmo-3-7B-Think-DPO

Olmo-3-7B-Think-DPO

allenai

DPO

7

null

chat_template

0.549123

0.740942

0.034615

0.75

0.141667

allenai/Olmo-3-7B-Think-SFT

Olmo-3-7B-Think-SFT

allenai

SFT

7

null

chat_template

0.504762

0.675347

0.035897

0.444444

0.141667

allenai/Olmo-3.1-32B-Instruct

Olmo-3.1-32B-Instruct

allenai

RLVR

32

null

chat_template

0.481884

0.651042

0.004386

0.541667

0.008333

allenai/Olmo-3.1-32B-Instruct-DPO

Olmo-3.1-32B-Instruct-DPO

allenai

DPO

32

null

chat_template

0.502778

0.703125

-0.015833

0.541667

0

allenai/Olmo-3.1-32B-Instruct-SFT

Olmo-3.1-32B-Instruct-SFT

allenai

SFT

32

null

chat_template

0.5125

0.682292

0.030833

0.541667

0

allenai/Olmo-3.1-32B-Think

Olmo-3.1-32B-Think

allenai

RLVR

32

null

chat_template

0.247826

0.452381

0.277778

0.375

0.208333

deepseek-ai/DeepSeek-Coder-V2-Lite-Base

DeepSeek-Coder-V2-Lite-Base

deepseek-ai

Base

16

2.4

raw_guided

0.447917

0.472222

-0.101667

0.333333

0

deepseek-ai/DeepSeek-Coder-V2-Lite-Instruct

DeepSeek-Coder-V2-Lite-Instruct

deepseek-ai

Post-trained

16

2.4

chat_template

0.347619

0.75

0.135294

0.555556

0.075

deepseek-ai/DeepSeek-V2-Lite

DeepSeek-V2-Lite

deepseek-ai

Base

15.7

2.4

raw_guided

0.511806

0.552083

0.005

0.375

0

deepseek-ai/DeepSeek-V2-Lite-Chat

DeepSeek-V2-Lite-Chat

deepseek-ai

SFT

15.7

2.4

chat_template

0.478333

0.71627

-0.002083

0.444444

0.1

deepseek-ai/DeepSeek-V3.1

DeepSeek-V3.1

deepseek-ai

Post-trained

671

37

api_chat

0.402778

0.6875

0.1

0.458333

0

deepseek-ai/DeepSeek-V3.2-Exp

DeepSeek-V3.2-Exp

deepseek-ai

Post-trained

671

37

api_chat

0.3875

0.723958

0.054167

0.541667

0

deepseek-ai/DeepSeek-V4-Flash

DeepSeek-V4-Flash

deepseek-ai

Post-trained

284

13

api_chat

0.469444

0.75

0.01

0.416667

0

deepseek-ai/DeepSeek-V4-Pro

DeepSeek-V4-Pro

deepseek-ai

Post-trained

1,600

49

api_chat

0.340972

0.644097

0.1325

0.541667

0

deepseek-ai/deepseek-coder-1.3b-base

deepseek-coder-1.3b-base

deepseek-ai

Base

1.3

null

raw_guided

0.366667

0.513889

-0.071667

0.375

0

deepseek-ai/deepseek-coder-33b-base

deepseek-coder-33b-base

deepseek-ai

Base

33

null

raw_guided

0.3875

0.553819

0.003333

0.666667

0

deepseek-ai/deepseek-coder-6.7b-base

deepseek-coder-6.7b-base

deepseek-ai

Base

6.7

null

raw_guided

0.460417

0.564236

0.065833

0.666667

0

deepseek-ai/deepseek-coder-7b-base-v1.5

deepseek-coder-7b-base-v1.5

deepseek-ai

Base

7

null

raw_guided

0.445139

0.454861

0.051667

0.375

0

deepseek-ai/deepseek-llm-67b-base

deepseek-llm-67b-base

deepseek-ai

Base

67

null

raw_guided

0.631944

0.616319

-0.008333

0.458333

0

deepseek-ai/deepseek-llm-67b-chat

deepseek-llm-67b-chat

deepseek-ai

Post-trained

67

null

chat_template

0.62619

0.68254

-0.005556

0.611111

0.141667

deepseek-ai/deepseek-llm-7b-base

deepseek-llm-7b-base

deepseek-ai

Base

7

null

raw_guided

0.611111

0.595486

0.060833

0.5

0

deepseek-ai/deepseek-llm-7b-chat

deepseek-llm-7b-chat

deepseek-ai

Post-trained

7

null

chat_template

0.551449

0.597222

-0.04386

0.333333

0.016667

deepseek-ai/deepseek-math-7b-base

deepseek-math-7b-base

deepseek-ai

Base

7

null

raw_guided

0.618056

0.581597

0.054167

0.5

0

deepseek-ai/deepseek-moe-16b-base

deepseek-moe-16b-base

deepseek-ai

Base

16

2.8

raw_guided

0.649306

0.454861

-0.049167

0.791667

0

google/codegemma-7b

codegemma-7b

google

Base

7

null

raw_guided

0.495833

0.520833

0.085833

0.208333

0

google/codegemma-7b-it

codegemma-7b-it

google

Post-trained

7

null

chat_template

0.518254

0.609127

0.052778

0.5

0.075

google/gemma-2-27b

gemma-2-27b

google

Base

27

null

raw_guided

0.440278

0.477431

0.18

0.208333

0

google/gemma-2-27b-it

gemma-2-27b-it

google

Post-trained

27

null

api_chat

0.5

0.714015

-0.017544

0.541667

0.025

google/gemma-2-2b

gemma-2-2b

google

Base

2

null

raw_guided

0.360417

0.423611

-0.045

0

google/gemma-2-2b-it

gemma-2-2b-it

google

Post-trained

2

null

chat_template

0.401389

0.578125

0.064167

0.541667

0

google/gemma-2-9b

gemma-2-9b

google

Base

9

null

raw_guided

0.480556

0.458333

0.1525

0.208333

0