Datasets:

phaedawg
/

distribution-fidelity-index

group string	family string	author string	quant string	candidate string	mean_kld float64	expert_cell_kld float64	routing_term float64	weakest_domain string	weakest_domain_kld float64	median_kld float64	p99_kld float64	max_kld float64	top1_agreement float64	positions int64	law_compliant bool
ceccb250f2fb	Qwen3.6-27B	Qwen	FP8	Qwen3.6-27B/Qwen3.6-27B-FP8	0.01601	null	null	dialogue_instruction	0.084519	0.001775	0.092164	31.782639	0.968365	1,572,096	true
25575e44a52a	Qwen3.6-35B-A3B	Qwen	FP8	Qwen3.6-35B-A3B/Qwen3.6-35B-A3B-FP8	0.018381	0.009267	0.012317	dialogue_instruction	0.045155	0.003926	0.204983	24.641069	0.953085	1,572,096	true
93196c409645	Qwen3.8-27B	Qwen	FP8	Qwen3.8-27B/Qwen3.8-27B-FP8	0.011047	null	null	dialogue_instruction	0.053887	0.0019	0.086461	24.250298	0.967078	1,572,096	true
93196c409645	Qwen3.8-27B	cyankiwi	AWQ-INT4	Qwen3.8-27B/Qwen3.8-27B-AWQ-INT4	0.031102	null	null	dialogue_instruction	0.096677	0.006866	0.375823	28.042185	0.938757	1,572,096	true
93196c409645	Qwen3.8-27B	unsloth	NVFP4	Qwen3.8-27B/Qwen3.8-27B-NVFP4	0.040969	null	null	dialogue_instruction	0.124578	0.009442	0.505674	36.545666	0.92606	1,572,096	true
93196c409645	Qwen3.8-27B	dbirks	W4A16-AutoRound	Qwen3.8-27B/Qwen3.8-27B-W4A16-AutoRound	0.042758	null	null	dialogue_instruction	0.128057	0.008979	0.557369	28.063667	0.927893	1,572,096	true
93196c409645	Qwen3.8-27B	RadixArk	NVFP4-BF16-LMHead	Qwen3.8-27B/Qwen3.8-27B-NVFP4-BF16-LMHead	0.05213	null	null	dialogue_instruction	0.145061	0.01303	0.671704	27.482958	0.915187	1,572,096	true
93196c409645	Qwen3.8-27B	philbert440	W4A16-AWQ	Qwen3.8-27B/Qwen3.8-27B-W4A16-AWQ	0.05214	null	null	dialogue_instruction	0.159012	0.01289	0.651413	30.399612	0.918826	1,572,096	true
93196c409645	Qwen3.8-27B	RedHatAI	INT4	Qwen3.8-27B/Qwen3.8-27B-INT4	0.062979	null	null	dialogue_instruction	0.144605	0.013248	0.928208	31.918503	0.911585	1,572,096	true
93196c409645	Qwen3.8-27B	RadixArk	NVFP4	Qwen3.8-27B/RadixArk-Qwen3.8-27B-NVFP4	0.064629	null	null	dialogue_instruction	0.153104	0.023806	0.696257	27.040554	0.892982	1,572,096	true
93196c409645	Qwen3.8-27B	gittensor-model-hub	NVFP4-RTX5090	Qwen3.8-27B/Qwen3.8-27B-NVFP4-RTX5090	0.088849	null	null	dialogue_instruction	0.212686	0.031539	1.040555	29.621611	0.879409	1,572,096	true
93196c409645	Qwen3.8-27B	Inferact	NVFP4	Qwen3.8-27B/Inferact-Qwen3.8-27B-NVFP4	0.138753	null	null	dialogue_instruction	0.322449	0.044459	1.767216	29.817425	0.859725	1,572,096	true

YAML Metadata Warning:empty or missing yaml metadata in repo card

Check out the documentation for more information.

Local Inference Lab: distribution-fidelity index

Every published one-pager, with a pointer to the full artifact that backs it. Each artifact repo carries the token suite and the reusable reference tensors, so a third party can score a new candidate without loading the reference checkpoint.

Read LAWS.md before comparing anything here. Numbers are comparable only within a single artifact's suite, geometry, and runtime identity.

Qwen3.6-27B

Artifact: phaedawg/qwen3.6-27b-distribution-fidelity-768x2048-v1

Qwen FP8 — mean KLD 0.01601047

Qwen3.6-35B-A3B

Artifact: phaedawg/qwen3.6-35b-a3b-distribution-fidelity-768x2048-v1

Qwen FP8 — mean KLD 0.01838144

Qwen3.8-27B

Artifact: phaedawg/qwen3.8-27b-distribution-fidelity-768x2048-v1

Qwen FP8 — mean KLD 0.01104734
cyankiwi AWQ-INT4 — mean KLD 0.03110211
unsloth NVFP4 — mean KLD 0.04096872
dbirks W4A16-AutoRound — mean KLD 0.04275781
RadixArk NVFP4-BF16-LMHead — mean KLD 0.05212951
philbert440 W4A16-AWQ — mean KLD 0.05213981
RedHatAI INT4 — mean KLD 0.06297880
RadixArk NVFP4 — mean KLD 0.06462909
gittensor-model-hub NVFP4-RTX5090 — mean KLD 0.08884902
Inferact NVFP4 — mean KLD 0.13875295

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