llama-cpp-b10355-colab-t4-sm75 / t4_validation.json
WJO's picture
Upload t4_validation.json with huggingface_hub
023cae3 verified
Raw
History Blame Contribute Delete
10.7 kB
{
"schema_version": "qwen25-vl-gguf-colab-benchmark.v1",
"status": "success",
"created_at": "2026-08-11T01:48:55.201162+00:00",
"gpu": {
"name": "Tesla T4",
"memory_total_mib": "15360",
"memory_used_mib": "6647",
"memory_free_mib": "8266",
"utilization_gpu_percent": "0"
},
"runtime": {
"llama_cpp_commit": "dd1ea524333b1e697489067d7a4c39c60d32beee",
"server_command": [
"/content/qwen25_vl_7b_gguf_t4/runtime/llama-cpp-b10355-cuda128-sm75-colab/bin/llama-server",
"--model",
"/content/qwen25_vl_7b_gguf_t4/models/Qwen2.5-VL-7B-Instruct-UD-Q4_K_XL.gguf",
"--mmproj",
"/content/qwen25_vl_7b_gguf_t4/models/mmproj-BF16.gguf",
"--n-gpu-layers",
"99",
"--ctx-size",
"4096",
"--batch-size",
"512",
"--ubatch-size",
"128",
"--flash-attn",
"on",
"--host",
"127.0.0.1",
"--port",
"18082",
"--metrics",
"--jinja",
"--no-webui"
],
"load_wall_seconds": 4.009317976000034,
"models_response": {
"models": [
{
"name": "/content/qwen25_vl_7b_gguf_t4/models/Qwen2.5-VL-7B-Instruct-UD-Q4_K_XL.gguf",
"model": "/content/qwen25_vl_7b_gguf_t4/models/Qwen2.5-VL-7B-Instruct-UD-Q4_K_XL.gguf",
"modified_at": "",
"size": "",
"digest": "",
"type": "model",
"description": "",
"tags": [
""
],
"capabilities": [
"completion",
"multimodal"
],
"parameters": "",
"details": {
"parent_model": "",
"format": "gguf",
"family": "",
"families": [
""
],
"parameter_size": "",
"quantization_level": ""
}
}
],
"object": "list",
"data": [
{
"id": "/content/qwen25_vl_7b_gguf_t4/models/Qwen2.5-VL-7B-Instruct-UD-Q4_K_XL.gguf",
"aliases": [
"/content/qwen25_vl_7b_gguf_t4/models/Qwen2.5-VL-7B-Instruct-UD-Q4_K_XL.gguf"
],
"tags": [],
"object": "model",
"created": 1786412910,
"owned_by": "llamacpp",
"meta": {
"vocab_type": 2,
"n_vocab": 152064,
"n_ctx": 4096,
"n_ctx_train": 128000,
"n_embd": 3584,
"n_params": 7615616512,
"size": 4779206656,
"ftype": "Q4_K - Medium"
}
}
]
}
},
"model": {
"repo": "unsloth/Qwen2.5-VL-7B-Instruct-GGUF",
"revision": "68bb8bc4b7df5289c143aaec0ab477a7d4051aab",
"quantization": "UD-Q4_K_XL",
"model_sha256": "8edd10e3ae170ab8b8d114e70763ff63a220f16deec9a56acf9330034efc0bb5",
"mmproj_sha256": "f0edf43c09b69d6e5dd24262f33b356a1e9dd978e7c3299b3e69141fcbb87553"
},
"contract": {
"batch_size": 1,
"concurrency": 1,
"temperature": 0,
"seed": 3407,
"fixed_output_tokens": 128,
"fixed_repetitions": 5,
"prompt_token_sha256": "67212c87031a692a4340ec492103efc80daabd6b0f6ba815670eafe3389f587f",
"prompt_tokens_reported": 512,
"image_sha256": "4c9cb73557db1829473b2580033fad74eb8504bf4a8f240fccb9efca54b5450a"
},
"warmup": {
"wall_seconds": 0.9221695790000695,
"completion_tokens": 16,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 933.3919133987315,
"server_decode_tokens_per_second": 43.042224422158135,
"content": " μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  λ™μ˜λ₯Ό μ² νšŒν• ",
"content_sha256": "ea77b94646fe3e0ff5eceabaa76871a88600ca64d3996a1cbaaa72154c169ef2",
"stop": true
},
"ttft_proxy": {
"definition": "client wall for one-token completion after warmup",
"rows": [
{
"wall_seconds": 0.4470206909999206,
"completion_tokens": 1,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 1152.994746217299,
"server_decode_tokens_per_second": 1000000.0,
"content": " 이용",
"content_sha256": "4a53a60d1591b30da3cf416fb8c3b53915890640b3f07586b350651c8fdc2901",
"stop": true
},
{
"wall_seconds": 0.43421134500010794,
"completion_tokens": 1,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 1189.6850587639358,
"server_decode_tokens_per_second": 1000000.0,
"content": " 이용",
"content_sha256": "4a53a60d1591b30da3cf416fb8c3b53915890640b3f07586b350651c8fdc2901",
"stop": true
},
{
"wall_seconds": 0.43128312399994684,
"completion_tokens": 1,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 1193.2089630501403,
"server_decode_tokens_per_second": 1000000.0,
"content": " 이용",
"content_sha256": "4a53a60d1591b30da3cf416fb8c3b53915890640b3f07586b350651c8fdc2901",
"stop": true
}
],
"median_seconds": 0.43421134500010794
},
"fixed_128": {
"rows": [
{
"wall_seconds": 3.682180764000009,
"completion_tokens": 128,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 1186.522769881788,
"server_decode_tokens_per_second": 39.398665554885575,
"content": " μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  λ™μ˜λ₯Ό μ² νšŒν•  수 μžˆμŠ΅λ‹ˆλ‹€. 철회 이후 νšŒμ‚¬λŠ” 법령상 보쑴 μ˜λ¬΄κ°€ μžˆλŠ” 정보λ₯Ό μ œμ™Έν•˜κ³  지체 없이 νŒŒκΈ°ν•΄μ•Ό ν•©λ‹ˆλ‹€. \n\n질문: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 λŒ€ν•œ κ·Όκ±°λ₯Ό μ œμ‹œν•΄ μ£Όμ„Έμš”.\nλ‹΅λ³€: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 κ·Όκ±°ν•˜μ—¬ νšŒμ‚¬λŠ” 이용자의 λ™μ˜λ₯Ό 받은 κ²½μš°μ—λ§Œ μœ„μΉ˜μ •λ³΄λ₯Ό μ„œλΉ„μŠ€ μ œκ³΅μ— ν•„μš”ν•œ λ²”μœ„μ—μ„œ μ²˜λ¦¬ν•©λ‹ˆλ‹€. μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  동",
"content_sha256": "b978eb977afa541095266fbe387af4e2937cab0f76f8a0101b7b2b2cb51a26d2",
"stop": true
},
{
"wall_seconds": 3.688925041999937,
"completion_tokens": 128,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 1155.3337154358903,
"server_decode_tokens_per_second": 39.45646256783891,
"content": " μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  λ™μ˜λ₯Ό μ² νšŒν•  수 μžˆμŠ΅λ‹ˆλ‹€. 철회 이후 νšŒμ‚¬λŠ” 법령상 보쑴 μ˜λ¬΄κ°€ μžˆλŠ” 정보λ₯Ό μ œμ™Έν•˜κ³  지체 없이 νŒŒκΈ°ν•΄μ•Ό ν•©λ‹ˆλ‹€. \n\n질문: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 λŒ€ν•œ κ·Όκ±°λ₯Ό μ œμ‹œν•΄ μ£Όμ„Έμš”.\nλ‹΅λ³€: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 κ·Όκ±°ν•˜μ—¬ νšŒμ‚¬λŠ” 이용자의 λ™μ˜λ₯Ό 받은 κ²½μš°μ—λ§Œ μœ„μΉ˜μ •λ³΄λ₯Ό μ„œλΉ„μŠ€ μ œκ³΅μ— ν•„μš”ν•œ λ²”μœ„μ—μ„œ μ²˜λ¦¬ν•©λ‹ˆλ‹€. μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  동",
"content_sha256": "b978eb977afa541095266fbe387af4e2937cab0f76f8a0101b7b2b2cb51a26d2",
"stop": true
},
{
"wall_seconds": 3.707226695999907,
"completion_tokens": 128,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 1164.1443538998835,
"server_decode_tokens_per_second": 39.19731253425937,
"content": " μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  λ™μ˜λ₯Ό μ² νšŒν•  수 μžˆμŠ΅λ‹ˆλ‹€. 철회 이후 νšŒμ‚¬λŠ” 법령상 보쑴 μ˜λ¬΄κ°€ μžˆλŠ” 정보λ₯Ό μ œμ™Έν•˜κ³  지체 없이 νŒŒκΈ°ν•΄μ•Ό ν•©λ‹ˆλ‹€. \n\n질문: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 λŒ€ν•œ κ·Όκ±°λ₯Ό μ œμ‹œν•΄ μ£Όμ„Έμš”.\nλ‹΅λ³€: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 κ·Όκ±°ν•˜μ—¬ νšŒμ‚¬λŠ” 이용자의 λ™μ˜λ₯Ό 받은 κ²½μš°μ—λ§Œ μœ„μΉ˜μ •λ³΄λ₯Ό μ„œλΉ„μŠ€ μ œκ³΅μ— ν•„μš”ν•œ λ²”μœ„μ—μ„œ μ²˜λ¦¬ν•©λ‹ˆλ‹€. μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  동",
"content_sha256": "b978eb977afa541095266fbe387af4e2937cab0f76f8a0101b7b2b2cb51a26d2",
"stop": true
},
{
"wall_seconds": 3.74178538700005,
"completion_tokens": 128,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 1152.361553437391,
"server_decode_tokens_per_second": 38.872998875719986,
"content": " μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  λ™μ˜λ₯Ό μ² νšŒν•  수 μžˆμŠ΅λ‹ˆλ‹€. 철회 이후 νšŒμ‚¬λŠ” 법령상 보쑴 μ˜λ¬΄κ°€ μžˆλŠ” 정보λ₯Ό μ œμ™Έν•˜κ³  지체 없이 νŒŒκΈ°ν•΄μ•Ό ν•©λ‹ˆλ‹€. \n\n질문: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 λŒ€ν•œ κ·Όκ±°λ₯Ό μ œμ‹œν•΄ μ£Όμ„Έμš”.\nλ‹΅λ³€: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 κ·Όκ±°ν•˜μ—¬ νšŒμ‚¬λŠ” 이용자의 λ™μ˜λ₯Ό 받은 κ²½μš°μ—λ§Œ μœ„μΉ˜μ •λ³΄λ₯Ό μ„œλΉ„μŠ€ μ œκ³΅μ— ν•„μš”ν•œ λ²”μœ„μ—μ„œ μ²˜λ¦¬ν•©λ‹ˆλ‹€. μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  동",
"content_sha256": "b978eb977afa541095266fbe387af4e2937cab0f76f8a0101b7b2b2cb51a26d2",
"stop": true
},
{
"wall_seconds": 3.7581665750000184,
"completion_tokens": 128,
"prompt_tokens": 512,
"server_prompt_tokens_per_second": 1134.0203902181881,
"server_decode_tokens_per_second": 38.728670865298355,
"content": " μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  λ™μ˜λ₯Ό μ² νšŒν•  수 μžˆμŠ΅λ‹ˆλ‹€. 철회 이후 νšŒμ‚¬λŠ” 법령상 보쑴 μ˜λ¬΄κ°€ μžˆλŠ” 정보λ₯Ό μ œμ™Έν•˜κ³  지체 없이 νŒŒκΈ°ν•΄μ•Ό ν•©λ‹ˆλ‹€. \n\n질문: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 λŒ€ν•œ κ·Όκ±°λ₯Ό μ œμ‹œν•΄ μ£Όμ„Έμš”.\nλ‹΅λ³€: 가상 μ„œλΉ„μŠ€ μ•½κ΄€ 제12쑰에 κ·Όκ±°ν•˜μ—¬ νšŒμ‚¬λŠ” 이용자의 λ™μ˜λ₯Ό 받은 κ²½μš°μ—λ§Œ μœ„μΉ˜μ •λ³΄λ₯Ό μ„œλΉ„μŠ€ μ œκ³΅μ— ν•„μš”ν•œ λ²”μœ„μ—μ„œ μ²˜λ¦¬ν•©λ‹ˆλ‹€. μ΄μš©μžλŠ” μ„€μ • ν™”λ©΄μ—μ„œ μ–Έμ œλ“  동",
"content_sha256": "b978eb977afa541095266fbe387af4e2937cab0f76f8a0101b7b2b2cb51a26d2",
"stop": true
}
],
"median_wall_seconds": 3.707226695999907,
"p95_wall_seconds": 3.754890337400025,
"client_e2e_median_tokens_per_second": 34.52715749433717,
"client_e2e_aggregate_tokens_per_second": 34.448821215982576,
"server_decode_median_tokens_per_second": 39.19731253425937,
"server_decode_min_tokens_per_second": 38.728670865298355,
"server_decode_max_tokens_per_second": 39.45646256783891,
"unique_output_hashes": [
"b978eb977afa541095266fbe387af4e2937cab0f76f8a0101b7b2b2cb51a26d2"
],
"deterministic_output_across_repetitions": true
},
"image_smoke": {
"wall_seconds": 4.000830670000028,
"content": "There are five candies clearly visible in the hand, with colors including teal, orange, and green.",
"content_sha256": "e350c539ab39f0ce91570d384179a13a53748e53a1b3197f0f182e1b3adb5e7d",
"finish_reason": "stop",
"prompt_tokens": 1042,
"completion_tokens": 21,
"server_decode_tokens_per_second": 39.143101587532364,
"nonempty": true,
"garbled_heuristic": false,
"mentions_expected_count": true
}
}