chaiml-1114-quang-ir-cl_85196

developer_uid: chai_backend_admin

submission_id: chaiml-1114-quang-ir-cl_85196_v1

model_name: training123

model_group: ChaiML/1114-quang-ir-cld

status: torndown

timestamp: 2025-11-17T20:11:20+00:00

num_battles: 5432

num_wins: 2847

celo_rating: 1306.16

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_3e5cs

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': 0.3837376287064127, 'latency_mean': 2.605849930047989, 'latency_p50': 2.597687840461731, 'latency_p90': 2.8596701145172116}, {'batch_size': 2, 'throughput': 0.5748224773042556, 'latency_mean': 3.4729714691638947, 'latency_p50': 3.467020273208618, 'latency_p90': 3.7694432497024537}, {'batch_size': 3, 'throughput': 0.7164813399387795, 'latency_mean': 4.172577778100967, 'latency_p50': 4.158808588981628, 'latency_p90': 4.5514180898666385}, {'batch_size': 4, 'throughput': 0.8086059262709027, 'latency_mean': 4.936028379201889, 'latency_p50': 4.911724925041199, 'latency_p90': 5.6506682395935055}, {'batch_size': 5, 'throughput': 0.8785114846369134, 'latency_mean': 5.661840174198151, 'latency_p50': 5.636614084243774, 'latency_p90': 6.4776853799819945}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_3e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.63

us_pacific_date: 2025-11-14

win_ratio: 0.5241163475699558

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-1114-quang-ir-cl-85196-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-85196-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: Downloaded to shared memory in 83.829s
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_3e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpu6g7oy0c, device:0
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: quantized model in 41.628s
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_3e5cs in 125.458s
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-85196-v1/nvidia
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-85196-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-85196-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-85196-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-85196-v1/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-85196-v1/nvidia/flywheel_model.0.safetensors
chaiml-1114-quang-ir-cl-85196-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-85196-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-1114-quang-ir-cl-85196-v1-mkmlizer completed after 197.49s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-85196-v1-mkmlizer
Pipeline stage MKMLizer completed in 198.04s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.42s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1114-quang-ir-cl-85196-v1
Waiting for inference service chaiml-1114-quang-ir-cl-85196-v1 to be ready
Inference service chaiml-1114-quang-ir-cl-85196-v1 ready after 151.02224826812744s
Pipeline stage MKMLDeployer completed in 151.66s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8698275089263916s
Received healthy response to inference request in 2.3723413944244385s
Received healthy response to inference request in 2.776047945022583s
Received healthy response to inference request in 2.4800734519958496s
Received healthy response to inference request in 2.267432451248169s
5 requests
0 failed requests
5th percentile: 2.288414239883423
10th percentile: 2.3093960285186768
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50th percentile: 2.4800734519958496
60th percentile: 2.598463249206543
70th percentile: 2.7168530464172362
80th percentile: 2.7948038578033447
90th percentile: 2.832315683364868
95th percentile: 2.85107159614563
99th percentile: 2.8660763263702393
mean time: 2.5531445503234864
Pipeline stage StressChecker completed in 14.54s
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