Instructions to use truworthai/Combined-mlx with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- MLX
How to use truworthai/Combined-mlx with MLX:
# Download the model from the Hub pip install huggingface_hub[hf_xet] huggingface-cli download --local-dir Combined-mlx truworthai/Combined-mlx
- Notebooks
- Google Colab
- Kaggle
- Local Apps Settings
- LM Studio
- Atomic Chat
Upload folder using huggingface_hub
Browse files- .gitattributes +3 -0
- adapter_config.json +18 -0
- adapters.npz +3 -0
- config.json +14 -0
- mlx_model_info.json +1460 -0
- preprocessor_config.json +19 -0
- training_images/training_image_0.jpg +3 -0
- training_images/training_image_1.jpg +3 -0
- training_images/training_image_2.jpg +3 -0
.gitattributes
CHANGED
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@@ -33,3 +33,6 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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*.zip filter=lfs diff=lfs merge=lfs -text
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*.zst filter=lfs diff=lfs merge=lfs -text
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*tfevents* filter=lfs diff=lfs merge=lfs -text
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+
training_images/training_image_0.jpg filter=lfs diff=lfs merge=lfs -text
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| 37 |
+
training_images/training_image_1.jpg filter=lfs diff=lfs merge=lfs -text
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| 38 |
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training_images/training_image_2.jpg filter=lfs diff=lfs merge=lfs -text
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adapter_config.json
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@@ -0,0 +1,18 @@
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{
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"peft_type": "LORA",
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"task_type": "VISION_LANGUAGE_MODELING",
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"r": 16,
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"lora_alpha": 32,
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"lora_dropout": 0.1,
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"target_modules": [
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"q_proj",
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"v_proj",
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"k_proj",
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"o_proj"
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],
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"training_examples": 3,
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"base_model": "mlx-community/SmolVLM-256M-Instruct-bf16",
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"created_by": "VisualAI MLX Fine-tuning",
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"training_epochs": 3,
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"learning_rate": 0.0002
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}
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adapters.npz
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version https://git-lfs.github.com/spec/v1
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+
oid sha256:d99b33a79c5eca47bbc9bd9d65fcc18e486e9bb5fd56fe8a0d409e5641c4698b
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+
size 530534
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config.json
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@@ -0,0 +1,14 @@
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{
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"model_type": "mlx_vlm",
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"base_model": "mlx-community/SmolVLM-256M-Instruct-bf16",
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"adapter_weights": "adapters.npz",
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"fine_tuned": true,
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"training_job_id": 1,
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"created_by": "VisualAI",
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"training_data_size": 3,
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"performance_metrics": {
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"training_loss": 0.125,
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"learning_rate": 0.0002,
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"epochs": 3
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}
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}
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mlx_model_info.json
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|
|
| 1 |
+
{
|
| 2 |
+
"model_type": "mlx_smolvlm",
|
| 3 |
+
"base_model": "mlx-community/SmolVLM-256M-Instruct-bf16",
|
| 4 |
+
"training_platform": "VisualAI",
|
| 5 |
+
"training_job_id": 1,
|
| 6 |
+
"training_completed": true,
|
| 7 |
+
"note": "This is an MLX-trained model. Use mlx-vlm.load() to reload the base model.",
|
| 8 |
+
"learned_mappings": {
|
| 9 |
+
"whats the oem": {
|
| 10 |
+
"response": "BCYA-26-43Z, BCYA-26-43ZB, BDYS-26-43Z, DFZ5-26-43Z, DGY6-26-43Z",
|
| 11 |
+
"visual_features": {
|
| 12 |
+
"feature_vector": [
|
| 13 |
+
0.749,
|
| 14 |
+
0.346,
|
| 15 |
+
0.963,
|
| 16 |
+
0.696,
|
| 17 |
+
0.214,
|
| 18 |
+
0.673,
|
| 19 |
+
0.214,
|
| 20 |
+
0.587,
|
| 21 |
+
0.104,
|
| 22 |
+
0.526,
|
| 23 |
+
0.343,
|
| 24 |
+
0.731,
|
| 25 |
+
0.973,
|
| 26 |
+
0.904,
|
| 27 |
+
0.847,
|
| 28 |
+
0.826,
|
| 29 |
+
0.872,
|
| 30 |
+
0.337,
|
| 31 |
+
0.693,
|
| 32 |
+
0.816,
|
| 33 |
+
0.575,
|
| 34 |
+
0.841,
|
| 35 |
+
0.005,
|
| 36 |
+
0.841,
|
| 37 |
+
0.319,
|
| 38 |
+
0.439,
|
| 39 |
+
0.688,
|
| 40 |
+
0.807,
|
| 41 |
+
0.513,
|
| 42 |
+
0.694,
|
| 43 |
+
0.883,
|
| 44 |
+
0.116,
|
| 45 |
+
0.35,
|
| 46 |
+
0.121,
|
| 47 |
+
0.174,
|
| 48 |
+
0.319,
|
| 49 |
+
0.58,
|
| 50 |
+
0.14,
|
| 51 |
+
0.712,
|
| 52 |
+
0.8,
|
| 53 |
+
0.048,
|
| 54 |
+
0.45,
|
| 55 |
+
0.019,
|
| 56 |
+
0.672,
|
| 57 |
+
0.505,
|
| 58 |
+
0.522,
|
| 59 |
+
0.637,
|
| 60 |
+
0.548,
|
| 61 |
+
0.609,
|
| 62 |
+
0.037,
|
| 63 |
+
0.162,
|
| 64 |
+
0.821,
|
| 65 |
+
0.297,
|
| 66 |
+
0.543,
|
| 67 |
+
0.018,
|
| 68 |
+
0.939,
|
| 69 |
+
0.016,
|
| 70 |
+
0.156,
|
| 71 |
+
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+
"slots"
|
| 1459 |
+
]
|
| 1460 |
+
}
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preprocessor_config.json
ADDED
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@@ -0,0 +1,19 @@
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|
| 1 |
+
{
|
| 2 |
+
"do_resize": true,
|
| 3 |
+
"size": {
|
| 4 |
+
"height": 336,
|
| 5 |
+
"width": 336
|
| 6 |
+
},
|
| 7 |
+
"do_normalize": true,
|
| 8 |
+
"image_mean": [
|
| 9 |
+
0.485,
|
| 10 |
+
0.456,
|
| 11 |
+
0.406
|
| 12 |
+
],
|
| 13 |
+
"image_std": [
|
| 14 |
+
0.229,
|
| 15 |
+
0.224,
|
| 16 |
+
0.225
|
| 17 |
+
],
|
| 18 |
+
"model_type": "mlx_vision_language"
|
| 19 |
+
}
|
training_images/training_image_0.jpg
ADDED
|
Git LFS Details
|
training_images/training_image_1.jpg
ADDED
|
Git LFS Details
|
training_images/training_image_2.jpg
ADDED
|
Git LFS Details
|