chaiml-1114-quang-ir-cl_23537

developer_uid: chai_backend_admin

submission_id: chaiml-1114-quang-ir-cl_23537_v1

model_name: training123

model_group: ChaiML/1114-quang-ir-cld

status: torndown

timestamp: 2025-11-18T00:56:21+00:00

num_battles: 6314

num_wins: 3294

celo_rating: 1300.7

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b002-stack-dporm_mult25k_0164641ep_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': 0.37713507524113393, 'latency_mean': 2.651443415880203, 'latency_p50': 2.6399331092834473, 'latency_p90': 2.898602771759033}, {'batch_size': 2, 'throughput': 0.5594555813453355, 'latency_mean': 3.5671025800704954, 'latency_p50': 3.5647385120391846, 'latency_p90': 3.8723572492599487}, {'batch_size': 3, 'throughput': 0.6834450086376853, 'latency_mean': 4.377054901123047, 'latency_p50': 4.3879746198654175, 'latency_p90': 4.751620864868164}, {'batch_size': 4, 'throughput': 0.7738824846277652, 'latency_mean': 5.155161844491959, 'latency_p50': 5.170691728591919, 'latency_p90': 5.851558589935302}, {'batch_size': 5, 'throughput': 0.8344990080393188, 'latency_mean': 5.972436294555664, 'latency_p50': 5.963146686553955, 'latency_p90': 6.797762441635132}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b002-stack-dporm_mult25k_0164641ep_3e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.58

us_pacific_date: 2025-11-14

win_ratio: 0.5216978143807413

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': ['You:', '</s>', '####', '\n'], '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-23537-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-23537-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: Downloaded to shared memory in 73.771s
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b002-stack-dporm_mult25k_0164641ep_3e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsui9xj9c, device:0
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: quantized model in 42.254s
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b002-stack-dporm_mult25k_0164641ep_3e5cs in 116.025s
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-23537-v1/nvidia
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-23537-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-23537-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-23537-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-23537-v1/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-23537-v1/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-23537-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-23537-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1114-quang-ir-cl-23537-v1-mkmlizer completed after 186.0s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-23537-v1-mkmlizer
Pipeline stage MKMLizer completed in 186.59s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1114-quang-ir-cl-23537-v1
Waiting for inference service chaiml-1114-quang-ir-cl-23537-v1 to be ready
Inference service chaiml-1114-quang-ir-cl-23537-v1 ready after 161.55911493301392s
Pipeline stage MKMLDeployer completed in 162.04s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.937425374984741s
Received healthy response to inference request in 2.123878240585327s
Received healthy response to inference request in 2.5563242435455322s
Received healthy response to inference request in 2.087164878845215s
Received healthy response to inference request in 2.1071653366088867s
5 requests
0 failed requests
5th percentile: 2.091164970397949
10th percentile: 2.0951650619506834
20th percentile: 2.1031652450561524
30th percentile: 2.110507917404175
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50th percentile: 2.123878240585327
60th percentile: 2.296856641769409
70th percentile: 2.469835042953491
80th percentile: 2.632544469833374
90th percentile: 2.7849849224090577
95th percentile: 2.8612051486968992
99th percentile: 2.922181329727173
mean time: 2.3623916149139403
Pipeline stage StressChecker completed in 13.09s
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