Any-to-Any
Transformers
Safetensors
GGUF
gemma4
multimodal
text-generation
image-text-to-text
audio-text-to-text
video-text-to-text
long-context
lora
bf16
llama-cpp
zh
en
Instructions to use chirs345678/Anrn-12B-R1 with libraries, inference providers, notebooks, and local apps. Follow these links to get started.
- Libraries
- Transformers
How to use chirs345678/Anrn-12B-R1 with Transformers:
# Load model directly from transformers import AutoModel model = AutoModel.from_pretrained("chirs345678/Anrn-12B-R1", device_map="auto") - Notebooks
- Google Colab
- Kaggle
Invalid JSON:Unexpected token '', "{
"s"... is not valid JSON
| { | |
| "state": "passed", | |
| "variant": "full-bf16-original", | |
| "alias": "anru-gemma4-12b-native-multimodal-bf16-lora045", | |
| "backend": "transformers-native", | |
| "context_tokens": 131072, | |
| "lora_scale": 0.45, | |
| "text": { | |
| "literal_output": "4\n\n\n\n\n", | |
| "prompt_tokens": 23, | |
| "completion_tokens": 12, | |
| "seconds": 23.731 | |
| }, | |
| "image": { | |
| "input": "C:\\Users\\夏霖云\\Documents\\Codex\\2026-08-05\\ll-ma\\outputs\\anru-gemma4-12b-native-multimodal-release\\full-bf16\\test-whoami.png", | |
| "literal_output": "desktop-nusvlb5\\merlin\n", | |
| "prompt_tokens": 1120, | |
| "completion_tokens": 12, | |
| "seconds": 19.372 | |
| } | |
| } | |