Image-Text-to-Text
PEFT
Safetensors
MLX
English
typed-decisions
jev
decision-model
vision-language
calibrated-probabilities
lora
Instructions to use mohit67890/imajev-2b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use mohit67890/imajev-2b with PEFT:
Task type is invalid.
- MLX
How to use mohit67890/imajev-2b with MLX:
# Make sure mlx-vlm is installed # pip install --upgrade mlx-vlm from mlx_vlm import load, generate from mlx_vlm.prompt_utils import apply_chat_template from mlx_vlm.utils import load_config # Load the model model, processor = load("mohit67890/imajev-2b") config = load_config("mohit67890/imajev-2b") # Prepare input image = ["http://images.cocodataset.org/val2017/000000039769.jpg"] prompt = "Describe this image." # Apply chat template formatted_prompt = apply_chat_template( processor, config, prompt, num_images=1 ) # Generate output output = generate(model, processor, formatted_prompt, image) print(output) - Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Commit History
29 days ago
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Card: add author line under the rank badges
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Revert model card to the previous version
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Model card: lead with Image JevBench v0.1.4 #1 of 50; JevBench v1.5.1 rank added
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Model card: Image JevBench v0.1.3 #1 of 49 (released 28 Sep 2026)
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Model card: rank banner (JevBench v1.4.2.2 #1 of 91; DecisionBench #3 of 56)
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Model card: leaderboard screenshots (JevBench v1.4.2.2 #1 of 91; DecisionBench #3 of 56)
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Model card: official results (JevBench v1.4.2.2 #1 of 91, scored 27 Sep 2026; DecisionBench 1.0 #3 of 60)
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model card: note that the 4B moved to its phase-3 adapter; this tier unchanged
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imajev 1.0: imajev-2b adapter, readout, MLX copy, calibration, model card
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imajev 1.0: imajev-2b adapter, readout, MLX copy, calibration, model card
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imajev 1.0: imajev-2b adapter, readout, MLX copy, calibration, model card
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imajev 1.0: imajev-2b adapter, readout, MLX copy, calibration, model card
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Update README.md: final-checkpoint calibration with unknown offsets
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Update calibration-conservative.json: final-checkpoint calibration with unknown offsets
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Update calibration.json: final-checkpoint calibration with unknown offsets
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imajev 1.0: imajev-2b adapter, readout, MLX copy, calibration, model card
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initial commit
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