Commit ·
c1bcd73
1
Parent(s): c7426b8
feat: Mistral results for long context benchmark
Browse files
results/mistral-7b/long_context_results.json
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{
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"model": "mistral-7b",
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"results": [
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{
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"context_len": 512,
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"peak_memory_gb": 14.63,
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"fp16_mb": 67.11,
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"uniform8_mb": 33.55,
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"mixed_precision_mb": 29.17,
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"compression_vs_fp16": 2.3,
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"compression_vs_8bit": 1.15,
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"prefill_ms": 57.0
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},
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{
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"context_len": 1024,
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"peak_memory_gb": 14.76,
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"fp16_mb": 134.22,
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"uniform8_mb": 67.11,
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"mixed_precision_mb": 58.33,
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"compression_vs_fp16": 2.3,
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"compression_vs_8bit": 1.15,
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"prefill_ms": 85.1
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},
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{
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"context_len": 2048,
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"peak_memory_gb": 15.02,
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"fp16_mb": 268.44,
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"uniform8_mb": 134.22,
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"mixed_precision_mb": 116.66,
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"compression_vs_fp16": 2.3,
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"compression_vs_8bit": 1.15,
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"prefill_ms": 165.6
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},
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{
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"context_len": 4096,
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"peak_memory_gb": 15.53,
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"fp16_mb": 536.87,
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"uniform8_mb": 268.44,
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"mixed_precision_mb": 233.31,
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"compression_vs_fp16": 2.3,
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"compression_vs_8bit": 1.15,
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"prefill_ms": 333.1
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},
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{
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"context_len": 8192,
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"peak_memory_gb": 16.56,
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"fp16_mb": 1073.74,
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"uniform8_mb": 536.87,
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"mixed_precision_mb": 466.62,
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"compression_vs_fp16": 2.3,
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"compression_vs_8bit": 1.15,
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"prefill_ms": 700.6
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},
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{
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"context_len": 16384,
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"peak_memory_gb": 18.61,
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"fp16_mb": 2147.48,
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"uniform8_mb": 1073.74,
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"mixed_precision_mb": 933.24,
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"compression_vs_fp16": 2.3,
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"compression_vs_8bit": 1.15,
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"prefill_ms": 1554.1
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},
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{
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"context_len": 32768,
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"peak_memory_gb": 22.71,
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"fp16_mb": 4294.97,
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"uniform8_mb": 2147.48,
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"mixed_precision_mb": 1866.47,
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"compression_vs_fp16": 2.3,
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"compression_vs_8bit": 1.15,
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"prefill_ms": 3807.8
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}
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]
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}
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