developer_uid: qdv206
submission_id: chaiml-1104-quang-ir-mi_54070_v4
model_name: training123
model_group: ChaiML/1104-quang-ir-mix
status: torndown
timestamp: 2025-11-08T05:01:23+00:00
num_battles: 5381
num_wins: 2735
celo_rating: 1292.57
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/1104-quang-ir-mixall-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': 0.4642202749678005, 'latency_mean': 2.154052727222443, 'latency_p50': 2.157782793045044, 'latency_p90': 2.3673086404800414}, {'batch_size': 2, 'throughput': 0.6763032158903973, 'latency_mean': 2.9567925798892976, 'latency_p50': 2.949000835418701, 'latency_p90': 3.2282610654830934}, {'batch_size': 3, 'throughput': 0.8270372244203702, 'latency_mean': 3.623020899295807, 'latency_p50': 3.605780839920044, 'latency_p90': 3.916365075111389}, {'batch_size': 4, 'throughput': 0.9199706468601735, 'latency_mean': 4.325810992717743, 'latency_p50': 4.308557629585266, 'latency_p90': 4.943706512451172}, {'batch_size': 5, 'throughput': 0.9781359127148193, 'latency_mean': 5.090775673389435, 'latency_p50': 5.094338297843933, 'latency_p90': 5.842557525634765}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-04
win_ratio: 0.5082698383200148
generation_params: {'temperature': 0.6, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['####', '####\n', '</s>', '\n', 'You:'], '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-1104-quang-ir-mi-54070-v4-mkmlizer
Waiting for job on chaiml-1104-quang-ir-mi-54070-v4-mkmlizer to finish
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║                                                                     ║
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chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ║                                                                     ║
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: Downloaded to shared memory in 60.681s
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: Checking if ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003 already exists in ChaiML
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp3ao9dtqu, device:0
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: quantized model in 284.870s
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: Processed model ChaiML/1104-quang-ir-mixall-cld-i8a8-hl-f150003 in 345.552s
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v4/nvidia
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v4/nvidia/config.json
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v4/nvidia/special_tokens_map.json
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v4/nvidia/tokenizer_config.json
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v4/nvidia/tokenizer.json
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v4/nvidia/flywheel_model.1.safetensors
chaiml-1104-quang-ir-mi-54070-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1104-quang-ir-mi-54070-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-1104-quang-ir-mi-54070-v4-mkmlizer completed after 418.4s with status: succeeded
Stopping job with name chaiml-1104-quang-ir-mi-54070-v4-mkmlizer
Pipeline stage MKMLizer completed in 418.92s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1104-quang-ir-mi-54070-v4
Waiting for inference service chaiml-1104-quang-ir-mi-54070-v4 to be ready
Inference service chaiml-1104-quang-ir-mi-54070-v4 ready after 140.54057359695435s
Pipeline stage MKMLDeployer completed in 141.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0255773067474365s
Received healthy response to inference request in 1.7936303615570068s
Received healthy response to inference request in 1.7126741409301758s
Received healthy response to inference request in 1.6399664878845215s
Received healthy response to inference request in 1.6717133522033691s
5 requests
0 failed requests
5th percentile: 1.646315860748291
10th percentile: 1.6526652336120606
20th percentile: 1.6653639793395996
30th percentile: 1.6799055099487306
40th percentile: 1.6962898254394532
50th percentile: 1.7126741409301758
60th percentile: 1.7450566291809082
70th percentile: 1.7774391174316406
80th percentile: 1.8400197505950928
90th percentile: 1.9327985286712646
95th percentile: 1.9791879177093505
99th percentile: 2.0162994289398193
mean time: 1.768712329864502
Pipeline stage StressChecker completed in 10.33s
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 0.73s
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 0.73s
Shutdown handler de-registered
chaiml-1104-quang-ir-mi_54070_v4 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-1104-quang-ir-mi-54070-v4-profiler
Waiting for inference service chaiml-1104-quang-ir-mi-54070-v4-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 4652.07s
Shutdown handler de-registered
chaiml-1104-quang-ir-mi_54070_v4 status is now torndown due to DeploymentManager action