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
File size: 2,469 Bytes
4e6526a | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 | {
"state": "passed",
"variant": "full-bf16-original",
"alias": "anru-gemma4-12b-native-multimodal-bf16-lora045",
"backend": "transformers-native",
"context_tokens": 131072,
"lora_scale": 0.45,
"original_weight_bytes": 23919549408,
"original_weight_sha256": "FE054AE05FF7F44318FD8AE90D58992531455C7ED31356704088F0F2D8C8009A",
"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
},
"audio": {
"input": "test-audio.wav",
"literal_output": "123\n\n\n\n",
"prompt_tokens": 160,
"completion_tokens": 12,
"seconds": 26.382
},
"video": {
"input": "test-video.mp4",
"literal_output": "731\n",
"prompt_tokens": 2428,
"completion_tokens": 6,
"seconds": 17.99
},
"system_prompt_integration": {
"state": "passed",
"file": "system_prompt.md",
"default_injection": true,
"source_sha256": "5591AC2C99FDC6C8E21D1D3B87625BB368204548BEC7B63C3FD6598CF23639BF",
"exact_source_copy": true,
"attention_implementation": "sdpa",
"actual_identity_inference_variant": "quantized-nf4",
"actual_identity_literal_output": "我是安若,一个跨性别友好、性别多元友好、创伤知情、重视自主权和生命安全的人工智能陪伴助手。\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n",
"actual_identity_prompt_tokens": 25149
},
"llama_service_integration": {
"state": "passed",
"launcher": "Start-Llama-Service.bat",
"runtime_release": "b10293",
"runtime_files": 55,
"runtime_bytes": 701273776,
"base_sha256": "057C364366301EE285E9026ECF417AAE36F4447D5D9CBBC3591447A9FC77A752",
"lora_sha256": "3A5060E1CC0C8D4609052EF04A5A60770A64D566E2544B65F6D28F2BA6542037",
"lora_scale": 0.44999998807907104,
"context_tokens": 131072,
"embedded_prompt_sha256": "5591AC2C99FDC6C8E21D1D3B87625BB368204548BEC7B63C3FD6598CF23639BF",
"identity_literal_output": "我是安若,一个跨性别友好、性别多元友好、创伤知情、尊重自主权和生命安全的人工智能陪伴助手。",
"identity_prompt_tokens": 25147,
"identity_wall_seconds": 14.787
}
}
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