developer_uid: qdv206
submission_id: chaiml-1114-quang-ir-cl_35697_v3
model_name: training123
model_group: ChaiML/1114-quang-ir-cld
status: torndown
timestamp: 2025-11-17T17:01:34+00:00
num_battles: 5572
num_wins: 2968
celo_rating: 1305.66
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_4e5cs
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': 0.45068674583250523, 'latency_mean': 2.218734862804413, 'latency_p50': 2.233312964439392, 'latency_p90': 2.401418447494507}, {'batch_size': 2, 'throughput': 0.6526511053025639, 'latency_mean': 3.0633428835868837, 'latency_p50': 3.0579593181610107, 'latency_p90': 3.3363250732421874}, {'batch_size': 3, 'throughput': 0.7791734251478385, 'latency_mean': 3.8460024929046632, 'latency_p50': 3.8054932355880737, 'latency_p90': 4.230502128601074}, {'batch_size': 4, 'throughput': 0.8657339371963003, 'latency_mean': 4.609458608627319, 'latency_p50': 4.599997162818909, 'latency_p90': 5.159818029403686}, {'batch_size': 5, 'throughput': 0.9169006325358997, 'latency_mean': 5.4320208132267, 'latency_p50': 5.463762044906616, 'latency_p90': 6.290745234489441}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_4e5cs
model_size: 24B
ranking_group: single
throughput_3p7s: 0.76
us_pacific_date: 2025-11-14
win_ratio: 0.5326633165829145
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['You:', '####', '\n', '</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-35697-v3-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-35697-v3-mkmlizer to finish
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: Downloaded to shared memory in 42.144s
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_4e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnubmimv1, device:0
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-ssnew-v5-dpo-lr5_24415_v4: ('http://guanaco-model-mesh-load-balancer.model-mesh.k2.chaiverse.com/models/chaiml-ssnew-v5-dpo-lr5_24415_v4/predict', '{"detail":"1 validation error for RuntimeResponse\\npredictions\\n  Field required [type=missing, input_value={\'detail\': \\"503, message=...-lr5_24415_v4/predict\'\\"}, input_type=dict]\\n    For further information visit https://errors.pydantic.dev/2.11/v/missing"}')
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: quantized model in 286.638s
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-freev2-rm-fs06-dporm_freev22_0164642ep_4e5cs in 328.782s
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v3/nvidia
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v3/nvidia/config.json
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v3/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v3/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v3/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v3/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-35697-v3/nvidia/flywheel_model.0.safetensors
chaiml-1114-quang-ir-cl-35697-v3-mkmlizer: 
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Job chaiml-1114-quang-ir-cl-35697-v3-mkmlizer completed after 411.17s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-35697-v3-mkmlizer
Pipeline stage MKMLizer completed in 411.97s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1114-quang-ir-cl-35697-v3
Waiting for inference service chaiml-1114-quang-ir-cl-35697-v3 to be ready
Inference service chaiml-1114-quang-ir-cl-35697-v3 ready after 160.8648464679718s
Pipeline stage MKMLDeployer completed in 161.39s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1637470722198486s
Received healthy response to inference request in 1.9228723049163818s
Received healthy response to inference request in 1.7288899421691895s
Received healthy response to inference request in 1.9514646530151367s
Received healthy response to inference request in 1.7320215702056885s
5 requests
0 failed requests
5th percentile: 1.7295162677764893
10th percentile: 1.730142593383789
20th percentile: 1.7313952445983887
30th percentile: 1.7701917171478272
40th percentile: 1.8465320110321044
50th percentile: 1.9228723049163818
60th percentile: 1.9343092441558838
70th percentile: 1.9457461833953857
80th percentile: 1.9939211368560792
90th percentile: 2.0788341045379637
95th percentile: 2.121290588378906
99th percentile: 2.15525577545166
mean time: 1.899799108505249
Pipeline stage StressChecker completed in 11.24s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.67s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.72s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_35697_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-1114-quang-ir-cl-35697-v3-profiler
Waiting for inference service chaiml-1114-quang-ir-cl-35697-v3-profiler to be ready
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5255.41s
Shutdown handler de-registered
chaiml-1114-quang-ir-cl_35697_v3 status is now torndown due to DeploymentManager action