chaiml-ir-v3-4-dpo-irv1_64735

developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-irv1_64735_v3
model_name: test
model_group: ChaiML/ir-v3-4-dpo_irv13
status: torndown
timestamp: 2025-11-17T23:01:27+00:00
num_battles: 5706
num_wins: 2942
celo_rating: 1296.76
family_friendly_score: 0.43320000000000003
family_friendly_standard_error: 0.007007678074797671
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_irv13-cosine
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': 0.4521932924308361, 'latency_mean': 2.211342706680298, 'latency_p50': 2.214702010154724, 'latency_p90': 2.424463415145874}, {'batch_size': 2, 'throughput': 0.6456532594895824, 'latency_mean': 3.093776832818985, 'latency_p50': 3.1098438501358032, 'latency_p90': 3.3192585706710815}, {'batch_size': 3, 'throughput': 0.7748662335164919, 'latency_mean': 3.862744117975235, 'latency_p50': 3.8733818531036377, 'latency_p90': 4.173419260978699}, {'batch_size': 4, 'throughput': 0.8650941512120577, 'latency_mean': 4.605924203395843, 'latency_p50': 4.571337342262268, 'latency_p90': 5.2927648544311525}, {'batch_size': 5, 'throughput': 0.9128456351884574, 'latency_mean': 5.456821528673172, 'latency_p50': 5.416336894035339, 'latency_p90': 6.342645215988159}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_irv13-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.75
us_pacific_date: 2025-11-14
win_ratio: 0.5155976165439888
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>', 'User:', 'You:'], '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-irv1-64735-v3-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer to finish
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv1-64735-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-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: Downloaded to shared memory in 48.638s
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_irv13-cosine already exists in ChaiML
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpvsd6wmsu, device:0
chaiml-ir-v3-4-dpo-irv1-64735-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-irv1-64735-v3-mkmlizer: quantized model in 285.638s
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_irv13-cosine in 334.277s
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v3/nvidia
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v3/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v3/nvidia/config.json
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v3/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v3/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv1-64735-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer completed after 379.54s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-irv1-64735-v3-mkmlizer
Pipeline stage MKMLizer completed in 380.46s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-irv1-64735-v3
Waiting for inference service chaiml-ir-v3-4-dpo-irv1-64735-v3 to be ready
Inference service chaiml-ir-v3-4-dpo-irv1-64735-v3 ready after 161.10284852981567s
Pipeline stage MKMLDeployer completed in 162.24s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6827807426452637s
Received healthy response to inference request in 1.7322373390197754s
Received healthy response to inference request in 2.010758638381958s
Received healthy response to inference request in 1.9113974571228027s
Received healthy response to inference request in 1.7747457027435303s
5 requests
0 failed requests
5th percentile: 1.7407390117645263
10th percentile: 1.7492406845092774
20th percentile: 1.7662440299987794
30th percentile: 1.8020760536193847
40th percentile: 1.8567367553710938
50th percentile: 1.9113974571228027
60th percentile: 1.951141929626465
70th percentile: 1.990886402130127
80th percentile: 2.145163059234619
90th percentile: 2.4139719009399414
95th percentile: 2.5483763217926025
99th percentile: 2.6558998584747315
mean time: 2.022383975982666
Pipeline stage StressChecker completed in 11.75s
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 1.05s
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 0.74s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv1_64735_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 2762.72s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv1_64735_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-irv1_64735_v3 status is now torndown due to DeploymentManager action