| { |
| "architectures": [ |
| "Qwen3MoeForCausalLM" |
| ], |
| "attention_bias": false, |
| "attention_dropout": 0.0, |
| "bos_token_id": 151643, |
| "decoder_sparse_step": 1, |
| "eos_token_id": 151645, |
| "head_dim": 128, |
| "hidden_act": "silu", |
| "hidden_size": 2048, |
| "initializer_range": 0.02, |
| "intermediate_size": 6144, |
| "max_position_embeddings": 40960, |
| "max_window_layers": 48, |
| "mlp_only_layers": [], |
| "model_type": "qwen3_moe", |
| "moe_intermediate_size": 768, |
| "norm_topk_prob": true, |
| "num_attention_heads": 32, |
| "num_experts": 128, |
| "num_experts_per_tok": 8, |
| "num_hidden_layers": 48, |
| "num_key_value_heads": 4, |
| "output_router_logits": false, |
| "rms_norm_eps": 1e-06, |
| "rope_scaling": null, |
| "rope_theta": 1000000.0, |
| "router_aux_loss_coef": 0.001, |
| "sliding_window": null, |
| "tie_word_embeddings": false, |
| "torch_dtype": "bfloat16", |
| "transformers_version": "4.51.0", |
| "use_cache": true, |
| "use_sliding_window": false, |
| "vocab_size": 151936, |
| "conversion_info": { |
| "source_hetero_v2": "qwen3-30b-mlx-hetero-v2", |
| "source_q4": "qwen3-30b-mlx-q4", |
| "source_fp16_hf": null, |
| "target_format": "heterogeneous_v3", |
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| 27, |
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| "coding_bits": 16, |
| "non_coding_bits": 4, |
| "description": "Hetero v3: FP16 attention/router/lm_head + FP16 coding experts + Q4 non-coding experts. mlx_lm compatible.", |
| "quantization_info": { |
| "coding_experts": { |
| "expert_ids": [ |
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| 27, |
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| ], |
| "bits": 16, |
| "format": "fp16", |
| "note": "User selected FP16 for code quality" |
| }, |
| "non_coding_experts": { |
| "expert_ids": [ |
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| "bits": 4, |
| "group_size": 64, |
| "format": "quantized" |
| }, |
| "attention": { |
| "bits": 16, |
| "note": "User selected FP16 for better quality" |
| }, |
| "router": { |
| "bits": 16, |
| "note": "User selected FP16 for accurate expert selection" |
| }, |
| "lm_head": { |
| "bits": 16, |
| "note": "User selected FP16 for better token distributions" |
| } |
| } |
| }, |
| "model_variant": "hetero_v3", |
| "_name_or_path": "qwen3-30b-mlx-hetero-v3" |
| } |
