Text Classification
Transformers
Safetensors
English
mistral3
image-text-to-text
decision-model
typed-decisions
schema-head
jev
calibration
decode-free
Instructions to use StandardThinking/StandardOne-3B-SH with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use StandardThinking/StandardOne-3B-SH with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="StandardThinking/StandardOne-3B-SH")# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModelForMultimodalLM processor = AutoProcessor.from_pretrained("StandardThinking/StandardOne-3B-SH") model = AutoModelForMultimodalLM.from_pretrained("StandardThinking/StandardOne-3B-SH", device_map="auto") - Notebooks
- Google Colab
- Kaggle
v3 card: FP8 and GGUF repos now hold v3
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README.md
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@@ -33,7 +33,7 @@ scores every option of every question in a single forward pass, then returns pro
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| Question types | `choice` (2–255 options), `noul` (yes/no), `score` (ordinal scale) |
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| Context | up to 32,768 tokens per request |
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| Prompt format | the chat template with **no default system message** (see "Prompt format") |
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| Other formats | [StandardOne-3B-SH-FP8](https://huggingface.co/StandardThinking/StandardOne-3B-SH-FP8) · [StandardOne-3B-SH-GGUF](https://huggingface.co/StandardThinking/StandardOne-3B-SH-GGUF) (
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| Larger model | [StandardOne-8B-SH](https://huggingface.co/StandardThinking/StandardOne-8B-SH) |
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| License | Apache-2.0 |
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| Question types | `choice` (2–255 options), `noul` (yes/no), `score` (ordinal scale) |
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| Context | up to 32,768 tokens per request |
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| Prompt format | the chat template with **no default system message** (see "Prompt format") |
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| Other formats | [StandardOne-3B-SH-FP8](https://huggingface.co/StandardThinking/StandardOne-3B-SH-FP8) · [StandardOne-3B-SH-GGUF](https://huggingface.co/StandardThinking/StandardOne-3B-SH-GGUF) (both v3) |
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| Larger model | [StandardOne-8B-SH](https://huggingface.co/StandardThinking/StandardOne-8B-SH) |
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| License | Apache-2.0 |
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1495e1e757ef4d0925a2350563cf5754bb23c51701a8ec4fb3c5cdcbedae6747 LICENSE
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331b249682cd52226c50e533f59825184997f3b31f9a62b2c3fea940db6999c5 SYSTEM_PROMPT.txt
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331b249682cd52226c50e533f59825184997f3b31f9a62b2c3fea940db6999c5 SYSTEM_PROMPT.txt
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e62f05da25555a4c109d0f413eb673d328fcc40f7c82537c61631611f6954372 chat_template.jinja
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3208d5b86b4ce169d39302f52944f8898e42c6917aab121524bd54cae5af9cb0 config.json
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