developer_uid: qdv206
submission_id: chaiml-1028-quang-ir-lt_53883_v3
model_name: training123
model_group: ChaiML/1028-quang-ir-ltr
status: torndown
timestamp: 2025-11-01T07:21:28+00:00
num_battles: 7116
num_wins: 3284
celo_rating: 1251.96
family_friendly_score: 0.5202
family_friendly_standard_error: 0.007065294898303962
submission_type: basic
model_repo: ChaiML/1028-quang-ir-ltry-mixall-cldboth-cq7-ia8-eng-impres
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': 0.46348808620138643, 'latency_mean': 2.157457695007324, 'latency_p50': 2.170985698699951, 'latency_p90': 2.3630526542663572}, {'batch_size': 2, 'throughput': 0.6879331312510844, 'latency_mean': 2.906048414707184, 'latency_p50': 2.882674813270569, 'latency_p90': 3.1844772577285765}, {'batch_size': 3, 'throughput': 0.8254794585168908, 'latency_mean': 3.6260389268398283, 'latency_p50': 3.6190855503082275, 'latency_p90': 4.1298569440841675}, {'batch_size': 4, 'throughput': 0.9297349765301826, 'latency_mean': 4.283819547891617, 'latency_p50': 4.283245086669922, 'latency_p90': 4.9041829109191895}, {'batch_size': 5, 'throughput': 0.9866034954371379, 'latency_mean': 5.054073567390442, 'latency_p50': 5.0491403341293335, 'latency_p90': 5.758271813392639}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: False
language_model: ChaiML/1028-quang-ir-ltry-mixall-cldboth-cq7-ia8-eng-impres
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-10-29
win_ratio: 0.46149522203485105
generation_params: {'temperature': 0.4, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '\n', '####', 'You:', '####\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-1028-quang-ir-lt-53883-v3-mkmlizer
Waiting for job on chaiml-1028-quang-ir-lt-53883-v3-mkmlizer to finish
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║                                                                     ║
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chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║                                                                     ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║                                                                     ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║                                                                     ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ║                                                                     ║
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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-1028-quang-ir-lt-53883-v3-mkmlizer: Downloaded to shared memory in 53.561s
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: Checking if ChaiML/1028-quang-ir-ltry-mixall-cldboth-cq7-ia8-eng-impres already exists in ChaiML
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpi4c09zju, device:0
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: quantized model in 284.717s
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: Processed model ChaiML/1028-quang-ir-ltry-mixall-cldboth-cq7-ia8-eng-impres in 338.278s
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v3/nvidia
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v3/nvidia/config.json
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v3/nvidia/special_tokens_map.json
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v3/nvidia/tokenizer_config.json
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v3/nvidia/tokenizer.json
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v3/nvidia/flywheel_model.1.safetensors
chaiml-1028-quang-ir-lt-53883-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1028-quang-ir-lt-53883-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-1028-quang-ir-lt-53883-v3-mkmlizer completed after 407.45s with status: succeeded
Stopping job with name chaiml-1028-quang-ir-lt-53883-v3-mkmlizer
Pipeline stage MKMLizer completed in 408.05s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-1028-quang-ir-lt-53883-v3
Waiting for inference service chaiml-1028-quang-ir-lt-53883-v3 to be ready
Inference service chaiml-1028-quang-ir-lt-53883-v3 ready after 100.60743045806885s
Pipeline stage MKMLDeployer completed in 101.29s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3717892169952393s
Received healthy response to inference request in 1.7121758460998535s
Received healthy response to inference request in 1.7346060276031494s
Received healthy response to inference request in 1.7147908210754395s
Received healthy response to inference request in 1.725126028060913s
5 requests
0 failed requests
5th percentile: 1.7126988410949706
10th percentile: 1.713221836090088
20th percentile: 1.7142678260803224
30th percentile: 1.7168578624725341
40th percentile: 1.7209919452667237
50th percentile: 1.725126028060913
60th percentile: 1.7289180278778076
70th percentile: 1.732710027694702
80th percentile: 1.8620426654815674
90th percentile: 2.1169159412384033
95th percentile: 2.2443525791168213
99th percentile: 2.3463018894195558
mean time: 1.8516975879669189
Pipeline stage StressChecker completed in 10.82s
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 0.79s
Shutdown handler de-registered
chaiml-1028-quang-ir-lt_53883_v3 status is now deployed due to DeploymentManager action
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 2835.83s
Shutdown handler de-registered
chaiml-1028-quang-ir-lt_53883_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-1028-quang-ir-lt_53883_v3 status is now torndown due to DeploymentManager action