{
  "mic": "0.3",
  "name": "Inkling multimodal conditional generation",
  "usage": "AutoProcessor + InklingForConditionalGeneration, text-only synthetic batch, right padding, inference and one SGD step",
  "architecture": "InklingForConditionalGeneration",
  "checkpoints": {
    "thinkingmachines/Inkling": {
      "fixture": "huggingface-mic/Inkling-mic"
    }
  },
  "fixtures": {
    "huggingface-mic/Inkling-mic": {
      "built_from": "thinkingmachines/Inkling",
      "covers": [
        "thinkingmachines/Inkling"
      ],
      "build": {
        "seed": 17,
        "model_class": "InklingForConditionalGeneration"
      }
    }
  },
  "integrations": {
    "transformers": {
      "entry_point": "integrations/transformers/usage.md",
      "format": "runnable-markdown",
      "requires": [
        "transformers>=5",
        "torch",
        "torchvision"
      ],
      "targets": [
        "fixtures"
      ],
      "variants": {
        "default": {},
        "eager": {
          "attn_implementation": "eager"
        },
        "bfloat16": {
          "dtype": "bfloat16"
        }
      },
      "training": true,
      "resources": {
        "fixture": {
          "memory_gb": 4,
          "download_mb": 50
        },
        "thinkingmachines/Inkling": {
          "devices": [
            "cuda"
          ],
          "gpu_memory_gb": 24,
          "memory_gb": 32,
          "download_mb": 30000,
          "variants": {
            "bfloat16": {
              "gpu_memory_gb": 24
            }
          }
        }
      }
    }
  },
  "outputs": {
    "runtime": {
      "compare": "exact"
    },
    "generated_ids": {
      "compare": "exact"
    },
    "logits_probe": {
      "compare": "allclose",
      "atol": 0.0001,
      "rtol": 0.0001
    },
    "training.loss": {
      "compare": "allclose",
      "atol": 0.0001,
      "rtol": 0.0001
    },
    "training.gradients": {
      "compare": "all_true"
    },
    "training.updated": {
      "compare": "true"
    }
  }
}