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smarttasks
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Yi-Coder-9B-Chat-GGUF

Text Generation
GGUF
English
quantized
llama.cpp
scorecard
governance
validated
local-llm
on-device
agentic
tool-calling
function-calling
agents
ai-agents
rag
q4_k_m
q8_0
conversational
Model card Files
xet
 Community
Yi-Coder-9B-Chat-GGUF
File size: 3,037 Bytes
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{
  "generated": "2026-07-18T12:30:55",
  "modes": [
    "cpu",
    "gpu0:NVIDIA_GeForce_RTX_3090",
    "gpu1:NVIDIA_RTX_A4000",
    "gpu2:NVIDIA_RTX_A4000"
  ],
  "results": [
    {
      "file": "Yi-Coder-9B-Chat-Q4_K_M.gguf",
      "size_mb": 5082.1,
      "cpu": {
        "load_seconds": 2.4,
        "gen_tps_avg": 7.8,
        "prefill_tps_avg": 32.1
      },
      "gpu0:NVIDIA_GeForce_RTX_3090": {
        "load_seconds": 2.0,
        "gen_tps_avg": 120.1,
        "prefill_tps_avg": 681.2
      },
      "gpu1:NVIDIA_RTX_A4000": {
        "load_seconds": 2.0,
        "gen_tps_avg": 64.2,
        "prefill_tps_avg": 490.9
      },
      "gpu2:NVIDIA_RTX_A4000": {
        "load_seconds": 2.0,
        "gen_tps_avg": 64.8,
        "prefill_tps_avg": 493.6
      },
      "gen_tps_avg": 120.1,
      "load_seconds": 2.4,
      "prefill_tps_avg": 32.1,
      "gpu_speedup": 15.4
    },
    {
      "file": "Yi-Coder-9B-Chat-Q5_K_M.gguf",
      "size_mb": 5968.3,
      "cpu": {
        "load_seconds": 2.4,
        "gen_tps_avg": 6.8,
        "prefill_tps_avg": 27.8
      },
      "gpu0:NVIDIA_GeForce_RTX_3090": {
        "load_seconds": 2.0,
        "gen_tps_avg": 107.9,
        "prefill_tps_avg": 646.9
      },
      "gpu1:NVIDIA_RTX_A4000": {
        "load_seconds": 3.2,
        "gen_tps_avg": 56.4,
        "prefill_tps_avg": 449.2
      },
      "gpu2:NVIDIA_RTX_A4000": {
        "load_seconds": 2.0,
        "gen_tps_avg": 56.9,
        "prefill_tps_avg": 470.7
      },
      "gen_tps_avg": 107.9,
      "load_seconds": 2.4,
      "prefill_tps_avg": 27.8,
      "gpu_speedup": 15.9
    },
    {
      "file": "Yi-Coder-9B-Chat-Q6_K.gguf",
      "size_mb": 6910.0,
      "cpu": {
        "load_seconds": 2.5,
        "gen_tps_avg": 5.9,
        "prefill_tps_avg": 24.1
      },
      "gpu0:NVIDIA_GeForce_RTX_3090": {
        "load_seconds": 3.1,
        "gen_tps_avg": 93.2,
        "prefill_tps_avg": 634.9
      },
      "gpu1:NVIDIA_RTX_A4000": {
        "load_seconds": 3.1,
        "gen_tps_avg": 47.1,
        "prefill_tps_avg": 451.8
      },
      "gpu2:NVIDIA_RTX_A4000": {
        "load_seconds": 3.1,
        "gen_tps_avg": 48.6,
        "prefill_tps_avg": 452.2
      },
      "gen_tps_avg": 93.2,
      "load_seconds": 2.5,
      "prefill_tps_avg": 24.1,
      "gpu_speedup": 15.8
    },
    {
      "file": "Yi-Coder-9B-Chat-Q8_0.gguf",
      "size_mb": 8949.2,
      "cpu": {
        "load_seconds": 2.7,
        "gen_tps_avg": 4.8,
        "prefill_tps_avg": 18.7
      },
      "gpu0:NVIDIA_GeForce_RTX_3090": {
        "load_seconds": 3.2,
        "gen_tps_avg": 80.5,
        "prefill_tps_avg": 662.1
      },
      "gpu1:NVIDIA_RTX_A4000": {
        "load_seconds": 3.2,
        "gen_tps_avg": 40.2,
        "prefill_tps_avg": 447.2
      },
      "gpu2:NVIDIA_RTX_A4000": {
        "load_seconds": 3.6,
        "gen_tps_avg": 40.3,
        "prefill_tps_avg": 437.5
      },
      "gen_tps_avg": 80.5,
      "load_seconds": 2.7,
      "prefill_tps_avg": 18.7,
      "gpu_speedup": 16.8
    }
  ]
}