developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-qcld_v3
model_name: test
model_group: ChaiML/ir-v3-4-dpo_qcld
status: torndown
timestamp: 2025-11-17T23:01:27+00:00
num_battles: 5689
num_wins: 2919
celo_rating: 1293.88
family_friendly_score: 0.5012
family_friendly_standard_error: 0.007071047447160852
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_qcld
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': 0.4575689774293634, 'latency_mean': 2.1853387320041655, 'latency_p50': 2.1981011629104614, 'latency_p90': 2.365375018119812}, {'batch_size': 2, 'throughput': 0.6661471899880627, 'latency_mean': 3.0022203505039213, 'latency_p50': 3.0050137042999268, 'latency_p90': 3.2420883178710938}, {'batch_size': 3, 'throughput': 0.7907976893386037, 'latency_mean': 3.7753215169906618, 'latency_p50': 3.7773762941360474, 'latency_p90': 4.090654993057251}, {'batch_size': 4, 'throughput': 0.8873095528697672, 'latency_mean': 4.490501401424408, 'latency_p50': 4.497828483581543, 'latency_p90': 5.157035374641419}, {'batch_size': 5, 'throughput': 0.9481514553441831, 'latency_mean': 5.2583368718624115, 'latency_p50': 5.230263710021973, 'latency_p90': 6.071811056137085}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_qcld
model_size: 24B
ranking_group: single
throughput_3p7s: 0.78
us_pacific_date: 2025-11-14
win_ratio: 0.5130954473545438
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', 'You:', '</s>', 'User:'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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-ir-v3-4-dpo-qcld-v3-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer to finish
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
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chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: Downloaded to shared memory in 49.146s
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_qcld already exists in ChaiML
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9hf9r226, device:0
chaiml-ir-v3-4-dpo-qcld-v3-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-ir-v3-4-dpo-qcld-v3-mkmlizer: quantized model in 285.501s
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_qcld in 334.648s
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v3/nvidia
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v3/nvidia/config.json
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v3/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v3/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v3/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-qcld-v3/nvidia/flywheel_model.0.safetensors
chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer: 
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Job chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer completed after 419.74s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-qcld-v3-mkmlizer
Pipeline stage MKMLizer completed in 420.88s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-qcld-v3
Waiting for inference service chaiml-ir-v3-4-dpo-qcld-v3 to be ready
Inference service chaiml-ir-v3-4-dpo-qcld-v3 ready after 151.23357605934143s
Pipeline stage MKMLDeployer completed in 151.88s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8230013847351074s
Received healthy response to inference request in 1.8434226512908936s
Received healthy response to inference request in 2.022947311401367s
Received healthy response to inference request in 2.141122341156006s
Received healthy response to inference request in 1.8814563751220703s
5 requests
0 failed requests
5th percentile: 1.851029396057129
10th percentile: 1.8586361408233643
20th percentile: 1.873849630355835
30th percentile: 1.9097545623779297
40th percentile: 1.9663509368896483
50th percentile: 2.022947311401367
60th percentile: 2.070217323303223
70th percentile: 2.117487335205078
80th percentile: 2.2774981498718265
90th percentile: 2.550249767303467
95th percentile: 2.6866255760192868
99th percentile: 2.7957262229919433
mean time: 2.142390012741089
Pipeline stage StressChecker completed in 12.37s
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 0.75s
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 0.72s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-qcld_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 3020.95s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-qcld_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-qcld_v3 status is now torndown due to DeploymentManager action