chaiml-1106-quang-ir-mi_82003

developer_uid: qdv206
submission_id: chaiml-1106-quang-ir-mi_82003_v2
model_name: training123
model_group: ChaiML/1106-quang-ir-mix
status: torndown
timestamp: 2025-11-11T01:41:42+00:00
num_battles: 5441
num_wins: 2740
celo_rating: 1296.68
family_friendly_score: 0.4988
family_friendly_standard_error: 0.007071047447160852
submission_type: basic
model_repo: ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-f250003
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': 0.4676986031821487, 'latency_mean': 2.138025279045105, 'latency_p50': 2.1435035467147827, 'latency_p90': 2.337149739265442}, {'batch_size': 3, 'throughput': 0.8435557936648045, 'latency_mean': 3.5454551553726197, 'latency_p50': 3.5431119203567505, 'latency_p90': 3.8895677089691163}, {'batch_size': 5, 'throughput': 1.0035163557117344, 'latency_mean': 4.973638182878494, 'latency_p50': 4.961380243301392, 'latency_p90': 5.7419555425643924}, {'batch_size': 6, 'throughput': 1.0485451596654913, 'latency_mean': 5.684529746770859, 'latency_p50': 5.698991656303406, 'latency_p90': 6.457469463348389}, {'batch_size': 10, 'throughput': 1.1491449784434973, 'latency_mean': 8.645884557962418, 'latency_p50': 8.683705568313599, 'latency_p90': 9.692623710632324}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-f250003
model_size: 24B
ranking_group: single
throughput_3p7s: 0.87
us_pacific_date: 2025-11-07
win_ratio: 0.5035839000183789
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', '####', '</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-1106-quang-ir-mi-82003-v2-mkmlizer
Waiting for job on chaiml-1106-quang-ir-mi-82003-v2-mkmlizer to finish
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║                                                                     ║
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chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: Downloaded to shared memory in 52.695s
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: Checking if ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-f250003 already exists in ChaiML
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpd3jmdt84, device:0
chaiml-1106-quang-ir-mi-82003-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-82003-v2-mkmlizer: quantized model in 284.055s
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: Processed model ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-f250003 in 336.750s
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-82003-v2/nvidia
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-82003-v2/nvidia/special_tokens_map.json
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-82003-v2/nvidia/config.json
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-82003-v2/nvidia/tokenizer_config.json
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-82003-v2/nvidia/tokenizer.json
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-82003-v2/nvidia/flywheel_model.1.safetensors
chaiml-1106-quang-ir-mi-82003-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-82003-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-1106-quang-ir-mi-82003-v2-mkmlizer completed after 410.26s with status: succeeded
Stopping job with name chaiml-1106-quang-ir-mi-82003-v2-mkmlizer
Pipeline stage MKMLizer completed in 410.82s
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-82003-v2
Waiting for inference service chaiml-1106-quang-ir-mi-82003-v2 to be ready
Inference service chaiml-1106-quang-ir-mi-82003-v2 ready after 180.92234015464783s
Pipeline stage MKMLDeployer completed in 181.42s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2898731231689453s
Received healthy response to inference request in 1.7509312629699707s
Received healthy response to inference request in 1.981348991394043s
Received healthy response to inference request in 1.6716372966766357s
Received healthy response to inference request in 2.158064365386963s
5 requests
0 failed requests
5th percentile: 1.6874960899353026
10th percentile: 1.7033548831939698
20th percentile: 1.7350724697113038
30th percentile: 1.7970148086547852
40th percentile: 1.889181900024414
50th percentile: 1.981348991394043
60th percentile: 2.0520351409912108
70th percentile: 2.122721290588379
80th percentile: 2.184426116943359
90th percentile: 2.2371496200561523
95th percentile: 2.263511371612549
99th percentile: 2.284600772857666
mean time: 1.9703710079193115
Pipeline stage StressChecker completed in 11.40s
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 0.96s
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 0.68s
Shutdown handler de-registered
chaiml-1106-quang-ir-mi_82003_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 0.10s
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 2974.61s
Shutdown handler de-registered
chaiml-1106-quang-ir-mi_82003_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-1106-quang-ir-mi_82003_v2 status is now torndown due to DeploymentManager action