Hugging Face's logo

summerMC
/
Qwen3.5-9B-SpeedX9-GDN32

Text Generation
Transformers
Safetensors
English
Japanese
qwen3_5_gdn24
qwen
qwen3.5
recurrent
linear-attention
gdn
cuda
custom_code
conversational
Model card Files
xet
 Community
Qwen3.5-9B-SpeedX9-GDN32
File size: 2,689 Bytes
efc38b5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
{
  "model": "/content/qwen35_uni_max_work/qwen35-unimax-engine-9b-v2_1",
  "source_model": "Qwen/Qwen3.5-9B",
  "environment": {
    "gpu": "NVIDIA RTX PRO 6000 Blackwell Server Edition",
    "vram_gib": 94.971,
    "peak_allocated_vram_gib": 70.141,
    "torch": "2.11.0+cu130",
    "cuda": "13.0",
    "cuda_capability": [
      12,
      0
    ],
    "nvidia_driver": "580.82.07",
    "python": "3.13.15"
  },
  "benchmark": {
    "contexts": [
      256,
      1024,
      4096,
      16384
    ],
    "decode_steps": 64,
    "warmup": 2,
    "runs": 5,
    "graph_candidates": [
      2,
      4,
      8
    ],
    "quant_modes": [
      "fp8",
      "int8"
    ],
    "quality_steps": 64,
    "quality_context": 64,
    "min_agreement": 1.0,
    "wall_time_seconds": 90.61699619499996
  },
  "results": {
    "official": [
      [
        256,
        9771.298185735035,
        61.8274717963079
      ],
      [
        1024,
        17823.304562533922,
        61.66807965901939
      ],
      [
        4096,
        20324.797811420387,
        60.59438884144146
      ],
      [
        16384,
        18413.893708085165,
        58.409657369508345
      ]
    ],
    "safe": [
      [
        256,
        10715.681982051035,
        79.45237658001217
      ],
      [
        1024,
        19627.025186990726,
        79.44713049745303
      ],
      [
        4096,
        22395.258154021976,
        79.44376760906928
      ],
      [
        16384,
        22677.037604190627,
        79.4362706749314
      ]
    ],
    "speed": [
      [
        256,
        10573.784778868314,
        79.44571045597908,
        0.28697000016109087,
        10452.495043114082
      ],
      [
        1024,
        19569.254713139573,
        79.44294428720825,
        0.2903700001297693,
        19462.145367010704
      ],
      [
        4096,
        22337.05592154273,
        79.44607524961788,
        0.29715000027863425,
        22300.547693510274
      ],
      [
        16384,
        22578.659939700647,
        79.43958559875574,
        0.32848999990164884,
        22568.420127905207
      ]
    ],
    "verified": null,
    "selected_mode": "exact",
    "selected_block": 8,
    "candidates": [
      {
        "mode": "fp8",
        "accepted": false,
        "agreement": 0.1875,
        "prefix": 10,
        "replay_tok_s": 84.39886475159058,
        "block": 8,
        "reason": "agreement 0.188 < 1.000"
      },
      {
        "mode": "int8",
        "accepted": false,
        "agreement": 1.0,
        "prefix": 64,
        "replay_tok_s": 64.56140914184326,
        "block": 2,
        "reason": "not faster than current 79.45 tok/s"
      }
    ]
  }
}