{ "created_at": "2026-08-11T02:33:57.164554Z", "plan_sha256": "4c680c40943529cae51fa0adc80420aaf5ada6e00bb5cca9a85ed2e4b88ffde1", "records": [ { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.embed_tokens", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.0.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.0.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.0.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.0.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.0.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.0.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.0.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.0.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.1.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.1.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.1.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.1.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.1.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.1.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.1.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.1.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.2.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.2.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.2.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.2.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.2.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.2.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.2.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.2.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.3.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.3.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.3.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.3.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.3.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.3.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.3.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.3.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.4.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.4.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.4.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.4.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.4.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.4.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.4.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.4.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.5.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.5.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.5.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.5.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.5.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.5.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.5.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.5.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.6.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.6.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.6.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.6.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.6.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.6.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.6.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.6.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.7.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.7.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.7.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.7.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.7.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.7.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.7.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.7.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.8.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.8.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.8.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.8.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.8.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.8.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.10.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.10.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.10.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.10.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.10.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.10.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.10.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.10.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.11.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.11.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.11.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.11.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.11.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.11.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.8.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.8.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.9.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.9.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.9.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.9.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.9.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.9.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.9.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.9.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.11.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.11.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.12.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.12.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.12.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.12.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.12.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.12.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.12.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.12.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.13.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.13.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.13.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.13.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.13.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.13.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.13.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.13.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.14.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.14.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.14.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.14.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.14.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.14.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.14.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.14.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.15.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.15.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.15.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.15.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.15.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.15.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.15.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.15.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.16.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.16.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.16.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.16.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.16.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.16.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.16.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.16.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.17.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.17.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.17.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.17.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.17.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.17.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.17.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.17.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.18.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.18.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.18.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.18.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.18.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.18.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.18.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.18.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.19.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.19.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.19.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.19.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.19.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.19.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.19.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.19.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.20.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.20.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.20.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.20.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.20.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.20.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.20.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.20.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.21.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.21.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.21.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.21.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.21.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.21.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.21.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.21.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.22.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.22.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.22.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.22.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.22.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.22.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.22.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.22.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.23.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.23.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.23.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.23.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.23.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.23.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.23.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.23.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.24.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.24.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.24.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.24.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.24.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.24.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.24.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.24.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.25.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.25.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.25.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.25.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.25.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.25.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.25.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.25.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.26.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.26.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.26.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.26.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.26.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.26.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.26.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.26.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.27.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.27.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.27.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.27.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.27.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.27.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.27.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.27.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.28.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.28.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.28.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.28.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.28.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.28.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.28.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.28.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.29.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.29.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.29.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.29.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.29.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.29.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.29.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.29.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.30.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.30.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.30.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.30.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.30.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.30.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.30.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.30.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.31.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.31.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.31.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.31.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.31.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.31.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.31.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.31.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.32.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.32.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.32.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.32.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.32.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.32.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.32.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.32.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.33.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.33.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.33.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.33.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.33.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.33.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.33.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.33.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.34.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.34.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.34.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.34.mlp.router", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.34.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.34.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.34.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.34.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.35.mlp.experts.gate_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.35.mlp.experts.up_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.35.self_attn.k_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.35.self_attn.o_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.35.self_attn.q_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.35.self_attn.v_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 6, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.35.mlp.experts.down_proj", "note": "mlx-lm affine packing", "success": true }, { "bits": 8, "fallback": false, "group_size": 64, "metadata": {}, "method": "affine", "module_path": "model.layers.35.mlp.router", "note": "mlx-lm affine packing", "success": true } ], "schema_version": "axquant.quantizer-execution.v1" }