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AbstractFramework
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kev-4b-mlx-4bit

Text Classification
MLX
Safetensors
qwen3_5
decision-model
abstractcore
kev
4-bit precision
Model card Files
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 Community
kev-4b-mlx-4bit
File size: 1,552 Bytes
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{
  "format": "abstractcore-decision/1",
  "kind": "kev",
  "head_dim": 256,
  "hidden_size": 2560,
  "temperature": 2.406050072164233,
  "head_file": "head.safetensors",
  "runtime": "mlx",
  "base": "Qwen/Qwen3.5-4B-Base",
  "base_revision": "1001bb4d826a52d1f399e183466143f4da7b741b",
  "lora_rank": 16,
  "backbone": "merged",
  "delimiters": [
    "<|fim_prefix|>",
    "<|fim_middle|>",
    "<|box_start|>",
    "<|box_end|>",
    "<|fim_suffix|>"
  ],
  "question_types": [
    "choice",
    "noul",
    "score"
  ],
  "max_state_tokens": 65536,
  "max_row_tokens": 73728,
  "source": {
    "adapter_dir": "/Users/albou/.cache/huggingface/hub/models--jaredpalmer--kev-4b/snapshots/6cfce5c2fa4b4bd64026336ab649c5ca78857d52",
    "base_dir": "/Users/albou/.cache/huggingface/hub/models--Qwen--Qwen3.5-4B-Base/snapshots/1001bb4d826a52d1f399e183466143f4da7b741b",
    "adapter_sha256": "90e817356246e7f18bfa7ca3d31794cd4fbeb3332a66a84cb51d9ceae925f2b2",
    "head_sha256": "dd633435998ecc751ac538717a3742e32149500fabf7d7276287dbf0693f347c",
    "repos": {
      "jaredpalmer/kev-4b": "6cfce5c2fa4b4bd64026336ab649c5ca78857d52",
      "Qwen/Qwen3.5-4B-Base": "1001bb4d826a52d1f399e183466143f4da7b741b"
    }
  },
  "license": "apache-2.0",
  "quantization_recipe": {
    "bits": 4,
    "group_size": 32,
    "upgrade": {
      "linear_attn.in_proj_qkv": 8,
      "linear_attn.in_proj_z": 8,
      "linear_attn.in_proj_a": 8,
      "linear_attn.in_proj_b": 8,
      "linear_attn.out_proj": 8
    }
  },
  "merged_tensors": 248,
  "tensor_count": 924
}