StandardThinking/StandardOne-35B-SH
text-classification model by StandardThinking
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Model card & documentation
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Version: v1 Standard One 35B SH is Qwen3.6-35B-A3B, a mixture-of-experts model with about 3B active parameters per token, fine-tuned with a joint schema head (SH). It reads the scenario once and scores every option of every question in a single forward pass, then returns probabilities through the POST /v1/systemone contract used by the other Standard One models. It does not generate text. A generative decision model reads one answer token per option, so every question in a request needs its own pass and the option count is limited by the label alphabet. The schema head attends over the hidden states of the whole request (the final layer and one intermediate layer), places every question and option in one joint graph, and returns a calibrated distribution for each question at once: Decision Index rows are chance-corrected skill scores (0 = random guessing, 100 = perfect) from our own runs of the…
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Model overview
StandardThinking/StandardOne-35B-SH is a text-classification model repository published by StandardThinking on Hugging Face. The source reports the transformers library.
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Model facts
- Task
- text-classification
- Library
- transformers
- Recent downloads (30 days)
- 0
- Cumulative likes
- 0
- Hugging Face trending score
- 0
- Reported safetensors parameters
- 35,107,181,936
- Architecture
- Qwen3_5MoeForConditionalGeneration
- License
- apache-2.0
- Access
- Not gated by Hugging Face
- Created
- 2026-10-26T06:23:08.000Z
- Last modified
- 2026-10-26T06:24:46.000Z
Compatibility and lineage
Reported languages: en
Reported base models: Qwen/Qwen3.6-35B-A3B
Parameter count is not a RAM/VRAM requirement. Check precision, quantization, context length and runtime compatibility in the model card; no hardware or API-cost claim is inferred here.
Use and evaluate
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Source and freshness
Source: Hugging Face Hub. Metadata observed 2026-10-26T06:47:05.388Z. Daily imports are snapshots, not real-time monitoring.
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