chaiml-1108-quang-ir-mi_87642

developer_uid: chai_backend_admin

submission_id: chaiml-1108-quang-ir-mi_87642_v1

model_name: training123

model_group: ChaiML/1108-quang-ir-mix

status: torndown

timestamp: 2025-11-11T18:01:45+00:00

num_battles: 6873

num_wins: 3422

celo_rating: 1291.99

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/1108-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_multsth25k_0164641ep_5e6cs

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.38190149081742036, 'latency_mean': 2.6183788526058196, 'latency_p50': 2.6241672039031982, 'latency_p90': 2.869633102416992}, {'batch_size': 2, 'throughput': 0.5717642384164929, 'latency_mean': 3.4952249157428743, 'latency_p50': 3.4803271293640137, 'latency_p90': 3.7852603912353517}, {'batch_size': 3, 'throughput': 0.7049585447273433, 'latency_mean': 4.253934183120728, 'latency_p50': 4.272044658660889, 'latency_p90': 4.779853010177613}, {'batch_size': 4, 'throughput': 0.8045744326068794, 'latency_mean': 4.953515700101852, 'latency_p50': 4.963105916976929, 'latency_p90': 5.7490835905075075}, {'batch_size': 5, 'throughput': 0.861407349176983, 'latency_mean': 5.780058012008667, 'latency_p50': 5.778078556060791, 'latency_p90': 6.5678795337677}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1108-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_multsth25k_0164641ep_5e6cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.61

us_pacific_date: 2025-11-08

win_ratio: 0.4978902953586498

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '####', 'You:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s persona: {memory}", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': 'You: {message}\n', 'response_template': '####\n{bot_name}:', 'truncate_by_message': True}

Resubmit model

Shutdown handler not registered because Python interpreter is not running in the main thread
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-1108-quang-ir-mi-87642-v1-mkmlizer
Waiting for job on chaiml-1108-quang-ir-mi-87642-v1-mkmlizer to finish
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║                                                                     ║
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chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║                                                                     ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║                                                                     ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║                                                                     ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ║                                                                     ║
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: Downloaded to shared memory in 66.541s
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: Checking if ChaiML/1108-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_multsth25k_0164641ep_5e6cs already exists in ChaiML
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp52bkdcc8, device:0
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: quantized model in 41.944s
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: Processed model ChaiML/1108-quang-ir-mixall-cld-i8a6-dpohrd-f5000-dpo_multsth25k_0164641ep_5e6cs in 108.485s
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1108-quang-ir-mi-87642-v1/nvidia
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1108-quang-ir-mi-87642-v1/nvidia/special_tokens_map.json
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1108-quang-ir-mi-87642-v1/nvidia/config.json
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1108-quang-ir-mi-87642-v1/nvidia/tokenizer_config.json
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1108-quang-ir-mi-87642-v1/nvidia/flywheel_model.0.safetensors
chaiml-1108-quang-ir-mi-87642-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1108-quang-ir-mi-87642-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-1108-quang-ir-mi-87642-v1-mkmlizer completed after 185.32s with status: succeeded
Stopping job with name chaiml-1108-quang-ir-mi-87642-v1-mkmlizer
Pipeline stage MKMLizer completed in 185.99s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1108-quang-ir-mi-87642-v1
Waiting for inference service chaiml-1108-quang-ir-mi-87642-v1 to be ready
Inference service chaiml-1108-quang-ir-mi-87642-v1 ready after 190.79611468315125s
Pipeline stage MKMLDeployer completed in 191.31s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4587490558624268s
Received healthy response to inference request in 2.641422986984253s
Received healthy response to inference request in 2.1670150756835938s
Received healthy response to inference request in 2.199782133102417s
Received healthy response to inference request in 2.4896328449249268s
5 requests
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5th percentile: 2.1735684871673584
10th percentile: 2.180121898651123
20th percentile: 2.1932287216186523
30th percentile: 2.2515755176544188
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50th percentile: 2.4587490558624268
60th percentile: 2.471102571487427
70th percentile: 2.483456087112427
80th percentile: 2.519990873336792
90th percentile: 2.5807069301605225
95th percentile: 2.6110649585723875
99th percentile: 2.63535138130188
mean time: 2.3913204193115236
Pipeline stage StressChecker completed in 13.19s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5292.98s
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