Text Classification
Transformers
Safetensors
English
mistral3
feature-extraction
decision-model
candidate-scoring
ranking
ministral
custom_code
4-bit precision
bitsandbytes
Instructions to use Aurley/ADM-1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use Aurley/ADM-1 with Transformers:
# Use a pipeline as a high-level helper from transformers import pipeline pipe = pipeline("text-classification", model="Aurley/ADM-1", trust_remote_code=True)# pip install -U transformers accelerate # Load model directly from transformers import AutoProcessor, AutoModel processor = AutoProcessor.from_pretrained("Aurley/ADM-1", trust_remote_code=True) model = AutoModel.from_pretrained("Aurley/ADM-1", trust_remote_code=True, device_map="auto") - Notebooks
- Google Colab
- Kaggle
Commit History
13 days ago
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Embed benchmark charts in model card
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Add benchmark comparison data
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Add benchmark calibration chart
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Add benchmark accuracy chart
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Remove duplicate package upload
Verified signatureKeep the updated model package at the repository root.87a1cd4 -
Publish improved ADM-1 scorer
Verified signatureRefreshes the 4-bit model weights, calibration metadata, and benchmark report after training on 3,072 examples. Held-out top-1 accuracy: 60.2% CommonsenseQA, 64.5% BANKING77.13eca56 -
Improve decision scorer with expanded training
Verified signatureUpdated the frozen-base scoring head using 3,072 training examples and 205 calibration examples. On held-out benchmarks, top-1 accuracy is 60.2% on CommonsenseQA and 64.5% on BANKING77. Includes refreshed NF4 weights, model card, calibration, and benchmark results.6078c3a -
Update ADM-1 model card
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14 days ago
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Fix ADM-1 model card tags
Verified signatureKeep the model card metadata valid and add the ADM-1 tag.6dff936 -
Name model ADM-1
Verified signatureUpdate the model card to use the requested model name.51e52f5 -
Upload NF4 decision scorer
Verified signatureSingle-file NF4 quantized Ministral decision scorer with trained candidate scoring head and benchmark card.85dad47 -
initial commit
Verified signature93cad12