chaiml-1106-quang-ir-mi_66845

developer_uid: qdv206
submission_id: chaiml-1106-quang-ir-mi_66845_v2
model_name: training123
model_group: ChaiML/1106-quang-ir-mix
status: torndown
timestamp: 2025-11-11T01:41:41+00:00
num_battles: 5387
num_wins: 2698
celo_rating: 1299.04
family_friendly_score: 0.5105999999999999
family_friendly_standard_error: 0.007069478622925455
submission_type: basic
model_repo: ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-f150003
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': 0.4647969404663911, 'latency_mean': 2.151353940963745, 'latency_p50': 2.1540943384170532, 'latency_p90': 2.351752686500549}, {'batch_size': 2, 'throughput': 0.6744142240173912, 'latency_mean': 2.9628644609451293, 'latency_p50': 2.9520163536071777, 'latency_p90': 3.216584491729736}, {'batch_size': 3, 'throughput': 0.8079996096223047, 'latency_mean': 3.7009852159023287, 'latency_p50': 3.7009880542755127, 'latency_p90': 4.334729814529419}, {'batch_size': 4, 'throughput': 0.9040407211728326, 'latency_mean': 4.407553776502609, 'latency_p50': 4.408341884613037, 'latency_p90': 5.032254076004028}, {'batch_size': 5, 'throughput': 0.961800404253201, 'latency_mean': 5.1843808710575106, 'latency_p50': 5.1948078870773315, 'latency_p90': 5.935262942314148}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-f150003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.81
us_pacific_date: 2025-11-07
win_ratio: 0.5008353443475032
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:', '####\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-1106-quang-ir-mi-66845-v2-mkmlizer
Waiting for job on chaiml-1106-quang-ir-mi-66845-v2-mkmlizer to finish
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║                                                                     ║
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chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: Downloaded to shared memory in 53.035s
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: Checking if ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-f150003 already exists in ChaiML
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprd1rocsw, device:0
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: quantized model in 287.636s
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: Processed model ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-f150003 in 340.672s
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-66845-v2/nvidia
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-66845-v2/nvidia/config.json
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-66845-v2/nvidia/special_tokens_map.json
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-66845-v2/nvidia/tokenizer_config.json
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-66845-v2/nvidia/tokenizer.json
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-66845-v2/nvidia/flywheel_model.1.safetensors
chaiml-1106-quang-ir-mi-66845-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-66845-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1106-quang-ir-mi-66845-v2-mkmlizer completed after 413.54s with status: succeeded
Stopping job with name chaiml-1106-quang-ir-mi-66845-v2-mkmlizer
Pipeline stage MKMLizer completed in 414.07s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1106-quang-ir-mi-66845-v2
Waiting for inference service chaiml-1106-quang-ir-mi-66845-v2 to be ready
Inference service chaiml-1106-quang-ir-mi-66845-v2 ready after 170.85874485969543s
Pipeline stage MKMLDeployer completed in 171.43s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0403480529785156s
Received healthy response to inference request in 1.9922497272491455s
Received healthy response to inference request in 1.9719948768615723s
Received healthy response to inference request in 1.7243142127990723s
Received healthy response to inference request in 1.6956465244293213s
5 requests
0 failed requests
5th percentile: 1.7013800621032715
10th percentile: 1.7071135997772218
20th percentile: 1.718580675125122
30th percentile: 1.7738503456115722
40th percentile: 1.8729226112365722
50th percentile: 1.9719948768615723
60th percentile: 1.9800968170166016
70th percentile: 1.9881987571716309
80th percentile: 2.0018693923950197
90th percentile: 2.0211087226867677
95th percentile: 2.0307283878326414
99th percentile: 2.0384241199493407
mean time: 1.8849106788635255
Pipeline stage StressChecker completed in 11.55s
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 0.63s
Shutdown handler de-registered
chaiml-1106-quang-ir-mi_66845_v2 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 0.09s
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-1106-quang-ir-mi-66845-v2-profiler
Waiting for inference service chaiml-1106-quang-ir-mi-66845-v2-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2940.23s
Shutdown handler de-registered
chaiml-1106-quang-ir-mi_66845_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1106-quang-ir-mi_66845_v2 status is now torndown due to DeploymentManager action