chaiml-1106-quang-ir-mi_21220

developer_uid: chai_backend_admin

submission_id: chaiml-1106-quang-ir-mi_21220_v1

model_name: training123

model_group: ChaiML/1106-quang-ir-mix

status: torndown

timestamp: 2025-11-10T06:31:22+00:00

num_battles: 5839

num_wins: 2933

celo_rating: 1293.98

family_friendly_score: 0.5294

family_friendly_standard_error: 0.0070588333313657435

submission_type: basic

model_repo: ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-sth-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': 0.3789172962670162, 'latency_mean': 2.639001659154892, 'latency_p50': 2.63848078250885, 'latency_p90': 2.9003604888916015}, {'batch_size': 2, 'throughput': 0.5718310838329371, 'latency_mean': 3.4937482380867007, 'latency_p50': 3.481576681137085, 'latency_p90': 3.809818959236145}, {'batch_size': 3, 'throughput': 0.7044346258775463, 'latency_mean': 4.2550243425369265, 'latency_p50': 4.218813419342041, 'latency_p90': 4.947406673431397}, {'batch_size': 4, 'throughput': 0.7910024676281281, 'latency_mean': 5.0356330239772795, 'latency_p50': 5.054950475692749, 'latency_p90': 5.753561782836914}, {'batch_size': 5, 'throughput': 0.854270278489228, 'latency_mean': 5.825081778764725, 'latency_p50': 5.817516446113586, 'latency_p90': 6.705652356147766}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-sth-f250003

model_size: 24B

ranking_group: single

throughput_3p7s: 0.61

us_pacific_date: 2025-11-06

win_ratio: 0.502312039732831

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>', '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-1106-quang-ir-mi-21220-v1-mkmlizer
Waiting for job on chaiml-1106-quang-ir-mi-21220-v1-mkmlizer to finish
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║                                                                     ║
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chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ║                                                                     ║
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: Downloaded to shared memory in 64.671s
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: Checking if ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-sth-f250003 already exists in ChaiML
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjh9mwadw, device:0
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: quantized model in 42.532s
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: Processed model ChaiML/1106-quang-ir-mixallr-cld-i8a8-hl-sth-f250003 in 107.204s
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-21220-v1/nvidia
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-21220-v1/nvidia/config.json
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-21220-v1/nvidia/special_tokens_map.json
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-21220-v1/nvidia/tokenizer_config.json
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-21220-v1/nvidia/tokenizer.json
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-21220-v1/nvidia/flywheel_model.0.safetensors
chaiml-1106-quang-ir-mi-21220-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1106-quang-ir-mi-21220-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-1106-quang-ir-mi-21220-v1-mkmlizer completed after 178.29s with status: succeeded
Stopping job with name chaiml-1106-quang-ir-mi-21220-v1-mkmlizer
Pipeline stage MKMLizer completed in 179.05s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1106-quang-ir-mi-21220-v1
Waiting for inference service chaiml-1106-quang-ir-mi-21220-v1 to be ready
Inference service chaiml-1106-quang-ir-mi-21220-v1 ready after 170.96711659431458s
Pipeline stage MKMLDeployer completed in 171.53s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.7403078079223633s
Received healthy response to inference request in 2.1363065242767334s
Received healthy response to inference request in 2.230776309967041s
Received healthy response to inference request in 2.07563853263855s
Received healthy response to inference request in 2.12449312210083s
5 requests
0 failed requests
5th percentile: 2.0854094505310057
10th percentile: 2.095180368423462
20th percentile: 2.114722204208374
30th percentile: 2.126855802536011
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50th percentile: 2.1363065242767334
60th percentile: 2.1740944385528564
70th percentile: 2.2118823528289795
80th percentile: 2.3326826095581055
90th percentile: 2.5364952087402344
95th percentile: 2.638401508331299
99th percentile: 2.7199265480041506
mean time: 2.2615044593811033
Pipeline stage StressChecker completed in 12.90s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3056.05s
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chaiml-1106-quang-ir-mi_21220_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1106-quang-ir-mi_21220_v1 status is now torndown due to DeploymentManager action