Instructions to use twainsk/qev-0.8b with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- PEFT
How to use twainsk/qev-0.8b with PEFT:
Task type is invalid.
- Notebooks
- Google Colab
- Kaggle
Download reports/snake-native.json from twainsk/qev-0.8b: direct link, hf CLI and curl.
- Browser
- Download file 5.1 kB
-
https://huggingface.co/twainsk/qev-0.8b/resolve/1d2a6d7f891daab7483a49c3abe507c0c9d7ea62/reports/snake-native.json
- Command line
-
hf download hf://twainsk/qev-0.8b@1d2a6d7f891daab7483a49c3abe507c0c9d7ea62/reports/snake-native.json
-
curl -L -o snake-native.json https://huggingface.co/twainsk/qev-0.8b/resolve/1d2a6d7f891daab7483a49c3abe507c0c9d7ea62/reports/snake-native.json
5.1 kB
| { | |
| "passed": true, | |
| "native_tokens_identical": { | |
| "text": true, | |
| "image": true, | |
| "video": true | |
| }, | |
| "base_integrity": { | |
| "before": { | |
| "sha256": "1021eaeed8a1528b435a90a690d42245f07e1b65c7c2dc8a37ec9516a8cf4bee", | |
| "parameters": 852985920 | |
| }, | |
| "after": { | |
| "sha256": "1021eaeed8a1528b435a90a690d42245f07e1b65c7c2dc8a37ec9516a8cf4bee", | |
| "parameters": 852985920 | |
| }, | |
| "unchanged": true, | |
| "generation": "Native generation disables the decision LoRA adapter; original vision and language weights are frozen." | |
| }, | |
| "checkpoint_hashes": { | |
| "parent": { | |
| "adapter/adapter_model.safetensors": "a1ba15eb0deb91bd9b0b4b9649999c57f0a5b8aac70f52488138a62fd9978549", | |
| "pointer.safetensors": "f56860b954742fee0399b50c372c1f262699b84d4500ab52e27d72bff8d49749" | |
| }, | |
| "trained": { | |
| "adapter/adapter_model.safetensors": "2a922c06a2b3eb7e25d5d9d5a8a24dbd49a2d311281d47f9f4df22b8d9faf3be", | |
| "pointer.safetensors": "c4e7d9439a101a4a398f98932e75fa5c92396fd9101d156b0f8af66694fff66a" | |
| } | |
| }, | |
| "parent": { | |
| "checkpoint": "models/qev-0.8b", | |
| "precision": { | |
| "device": "cuda:0", | |
| "weight_dtype": "float32", | |
| "autocast_dtype": "bfloat16", | |
| "pointer_dtype": "float32", | |
| "arithmetic": "bf16_autocast" | |
| }, | |
| "cases": { | |
| "text": { | |
| "input_tokens": 25, | |
| "token_ids": [ | |
| 20, | |
| 248046, | |
| 198, | |
| 248044 | |
| ], | |
| "text": "5\n", | |
| "max_new_tokens": 12, | |
| "seconds": 15.964510204999897, | |
| "decision_adapter_enabled": false, | |
| "processor_fields": [ | |
| "attention_mask", | |
| "input_ids", | |
| "mm_token_type_ids" | |
| ] | |
| }, | |
| "image": { | |
| "input_tokens": 92, | |
| "token_ids": [ | |
| 2438, | |
| 248046, | |
| 198, | |
| 248044 | |
| ], | |
| "text": " red\n", | |
| "max_new_tokens": 16, | |
| "seconds": 1.7614474550000523, | |
| "decision_adapter_enabled": false, | |
| "processor_fields": [ | |
| "attention_mask", | |
| "image_grid_thw", | |
| "input_ids", | |
| "mm_token_type_ids", | |
| "pixel_values" | |
| ] | |
| }, | |
| "video": { | |
| "input_tokens": 143, | |
| "token_ids": [ | |
| 760, | |
| 6105, | |
| 12307, | |
| 10480, | |
| 494, | |
| 2047, | |
| 310, | |
| 1245, | |
| 13, | |
| 248046, | |
| 198, | |
| 248044 | |
| ], | |
| "text": "The blue circle moves from left to right.\n", | |
| "max_new_tokens": 48, | |
| "seconds": 0.6362067089999073, | |
| "decision_adapter_enabled": false, | |
| "processor_fields": [ | |
| "attention_mask", | |
| "input_ids", | |
| "mm_token_type_ids", | |
| "pixel_values_videos", | |
| "video_grid_thw" | |
| ] | |
| } | |
| }, | |
| "base_revision": "2fc06364715b967f1860aea9cf38778875588b17", | |
| "native_generation": "adapter_disabled", | |
| "vision_and_lm_head_frozen": true | |
| }, | |
| "trained": { | |
| "checkpoint": "models/qev-snake-0.8b", | |
| "precision": { | |
| "device": "cuda:0", | |
| "weight_dtype": "float32", | |
| "autocast_dtype": "bfloat16", | |
| "pointer_dtype": "float32", | |
| "arithmetic": "bf16_autocast" | |
| }, | |
| "cases": { | |
| "text": { | |
| "input_tokens": 25, | |
| "token_ids": [ | |
| 20, | |
| 248046, | |
| 198, | |
| 248044 | |
| ], | |
| "text": "5\n", | |
| "max_new_tokens": 12, | |
| "seconds": 0.2641582749997724, | |
| "decision_adapter_enabled": false, | |
| "processor_fields": [ | |
| "attention_mask", | |
| "input_ids", | |
| "mm_token_type_ids" | |
| ] | |
| }, | |
| "image": { | |
| "input_tokens": 92, | |
| "token_ids": [ | |
| 2438, | |
| 248046, | |
| 198, | |
| 248044 | |
| ], | |
| "text": " red\n", | |
| "max_new_tokens": 16, | |
| "seconds": 0.27478123099990626, | |
| "decision_adapter_enabled": false, | |
| "processor_fields": [ | |
| "attention_mask", | |
| "image_grid_thw", | |
| "input_ids", | |
| "mm_token_type_ids", | |
| "pixel_values" | |
| ] | |
| }, | |
| "video": { | |
| "input_tokens": 143, | |
| "token_ids": [ | |
| 760, | |
| 6105, | |
| 12307, | |
| 10480, | |
| 494, | |
| 2047, | |
| 310, | |
| 1245, | |
| 13, | |
| 248046, | |
| 198, | |
| 248044 | |
| ], | |
| "text": "The blue circle moves from left to right.\n", | |
| "max_new_tokens": 48, | |
| "seconds": 0.6307145639998453, | |
| "decision_adapter_enabled": false, | |
| "processor_fields": [ | |
| "attention_mask", | |
| "input_ids", | |
| "mm_token_type_ids", | |
| "pixel_values_videos", | |
| "video_grid_thw" | |
| ] | |
| } | |
| }, | |
| "base_revision": "2fc06364715b967f1860aea9cf38778875588b17", | |
| "native_generation": "adapter_disabled", | |
| "vision_and_lm_head_frozen": true | |
| }, | |
| "scope": "Same-device deterministic native generation with decision adapters disabled. Three finite probes plus frozen-weight integrity; not a general multimodal accuracy benchmark." | |
| } | |