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TPN-005 leaderboard/r1022

TPN-005 · immutable public run evidence

TPN-005 K12

asura625 · Runner-up · TPN-005 place 2 · epoch-000001-r7

Overall73.79%1,400 evaluated items

Artifact

Model identity

Open model source

Public run: r1022
Model file: tpn005-sft8-MF.gguf
GGUF size: 7.23 GB
Measured RAM: 10.97 GiB
Memory ceiling: 11.00 GiB
Published weight: 25%
Format: GGUF
Parameters: 8B
License: Not declared
Revision: a90effdf883f
Model SHA: a01acd676707

Result profile

Concern profile

Verified scores from the sealed Fluid epoch; placement comes from finalized TPN-005 results.

Material world76.63%

Living systems75.00%

Minds & action74.46%

Collective life76.53%

Constructed systems78.65%

Meaning & expression72.68%

Formal relations65.32%

Receipt

Evaluation evidence

Long identifiers are shortened for the public dashboard.

Epoch: epoch-000001-r7
Epoch commit: cfd6ee9f73e6
Manifest: f30e0ec1c08b
Protocol: lm_eval · exact_match, custom-extract · 0-shot
Seed: 0
Temperature: 0
Context: 8,192 tokens
Max output: 2,048 tokens

Generation health: healthy
Valid answer format: 95.8%
Strict final format: 28.9%
Empty responses: 0.0%
Invalid final format: 59 / 1,400
Length-limited: 27 / 1,400
Completion tokens: 931,371
Benchmark runtime: 151 min
Completed: Oct 07, 2026