chaiml-1114-quang-ir-cl_64018

developer_uid: chai_backend_admin

submission_id: chaiml-1114-quang-ir-cl_64018_v1

model_name: training123

model_group: ChaiML/1114-quang-ir-cld

status: torndown

timestamp: 2025-11-17T20:06:25+00:00

num_battles: 5686

num_wins: 3001

celo_rating: 1311.91

family_friendly_score: 0.4558

family_friendly_standard_error: 0.00704338498166897

submission_type: basic

model_repo: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_5e5cs

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': 0.35655513470236644, 'latency_mean': 2.80451486825943, 'latency_p50': 2.657448410987854, 'latency_p90': 2.919246292114258}, {'batch_size': 2, 'throughput': 0.5760507942298416, 'latency_mean': 3.4680017971992494, 'latency_p50': 3.447036385536194, 'latency_p90': 3.807743740081787}, {'batch_size': 3, 'throughput': 0.7110663059916258, 'latency_mean': 4.203210854530335, 'latency_p50': 4.195571184158325, 'latency_p90': 4.950771021842956}, {'batch_size': 4, 'throughput': 0.8039735373252922, 'latency_mean': 4.9496383392810825, 'latency_p50': 4.977413177490234, 'latency_p90': 5.715601778030395}, {'batch_size': 5, 'throughput': 0.870007584841812, 'latency_mean': 5.709675523042679, 'latency_p50': 5.674058794975281, 'latency_p90': 6.450805735588074}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_5e5cs

model_size: 24B

ranking_group: single

throughput_3p7s: 0.63

us_pacific_date: 2025-11-14

win_ratio: 0.5277875483644038

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': ['You:', '####', '</s>', '\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-1114-quang-ir-cl-64018-v1-mkmlizer
Waiting for job on chaiml-1114-quang-ir-cl-64018-v1-mkmlizer to finish
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║                                                                     ║
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chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ║                                                                     ║
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: Downloaded to shared memory in 126.445s
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: Checking if ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_5e5cs already exists in ChaiML
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp_65pqcxt, device:0
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: quantized model in 41.267s
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: Processed model ChaiML/1114-quang-ir-cld-mult25k-rm-fs06-b24-dporm_mult25k_0164642ep_5e5cs in 167.712s
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64018-v1/nvidia
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64018-v1/nvidia/config.json
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64018-v1/nvidia/tokenizer_config.json
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64018-v1/nvidia/special_tokens_map.json
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64018-v1/nvidia/tokenizer.json
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64018-v1/nvidia/flywheel_model.1.safetensors
chaiml-1114-quang-ir-cl-64018-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-1114-quang-ir-cl-64018-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-1114-quang-ir-cl-64018-v1-mkmlizer completed after 216.36s with status: succeeded
Stopping job with name chaiml-1114-quang-ir-cl-64018-v1-mkmlizer
Pipeline stage MKMLizer completed in 216.87s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-1114-quang-ir-cl-64018-v1
Waiting for inference service chaiml-1114-quang-ir-cl-64018-v1 to be ready
Inference service chaiml-1114-quang-ir-cl-64018-v1 ready after 161.30983686447144s
Pipeline stage MKMLDeployer completed in 162.06s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.327512741088867s
Received healthy response to inference request in 2.456183433532715s
Received healthy response to inference request in 2.9325625896453857s
Received healthy response to inference request in 2.169316530227661s
Received healthy response to inference request in 2.0905282497406006s
5 requests
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5th percentile: 2.106285905838013
10th percentile: 2.122043561935425
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3087.59s
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chaiml-1114-quang-ir-cl_64018_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-1114-quang-ir-cl_64018_v1 status is now torndown due to DeploymentManager action