developer_uid: zonemercy
submission_id: chaiml-ir-v3-4-dpo-irv0f_3260_v3
model_name: test
model_group: ChaiML/ir-v3-4-dpo_irv0f
status: torndown
timestamp: 2025-11-17T23:01:26+00:00
num_battles: 5530
num_wins: 2809
celo_rating: 1291.69
family_friendly_score: 0.43179999999999996
family_friendly_standard_error: 0.007004980513891527
submission_type: basic
model_repo: ChaiML/ir-v3-4-dpo_irv0fullpyg
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': 0.4550451594352067, 'latency_mean': 2.1974801027774813, 'latency_p50': 2.2095935344696045, 'latency_p90': 2.410087466239929}, {'batch_size': 2, 'throughput': 0.647129955425829, 'latency_mean': 3.08863703250885, 'latency_p50': 3.0812538862228394, 'latency_p90': 3.3314569711685182}, {'batch_size': 3, 'throughput': 0.7814005445562775, 'latency_mean': 3.835182237625122, 'latency_p50': 3.8162338733673096, 'latency_p90': 4.508714079856873}, {'batch_size': 4, 'throughput': 0.8640614449590609, 'latency_mean': 4.618362642526627, 'latency_p50': 4.6347209215164185, 'latency_p90': 5.156248903274536}, {'batch_size': 5, 'throughput': 0.9136749847219139, 'latency_mean': 5.446781870126724, 'latency_p50': 5.473661422729492, 'latency_p90': 6.217036390304566}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v3-4-dpo_irv0fullpyg
model_size: 24B
ranking_group: single
throughput_3p7s: 0.76
us_pacific_date: 2025-11-14
win_ratio: 0.5079566003616637
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-irv0f-3260-v3-mkmlizer
Waiting for job on chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer to finish
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chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: Downloaded to shared memory in 50.260s
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_irv0fullpyg already exists in ChaiML
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7tz77zm_, device:0
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Stopping job with name chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer
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chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
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chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ║                                                                     ║
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: Downloaded to shared memory in 44.269s
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: Checking if ChaiML/ir-v3-4-dpo_irv0fullpyg already exists in ChaiML
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp242u8it9, device:0
chaiml-ir-v3-4-dpo-irv0f-3260-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-irv0f-3260-v3-mkmlizer: quantized model in 285.436s
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: Processed model ChaiML/ir-v3-4-dpo_irv0fullpyg in 329.706s
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv0f-3260-v3/nvidia
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv0f-3260-v3/nvidia/config.json
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv0f-3260-v3/nvidia/special_tokens_map.json
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv0f-3260-v3/nvidia/tokenizer_config.json
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv0f-3260-v3/nvidia/tokenizer.json
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv0f-3260-v3/nvidia/flywheel_model.1.safetensors
chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v3-4-dpo-irv0f-3260-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer completed after 401.0s with status: succeeded
Stopping job with name chaiml-ir-v3-4-dpo-irv0f-3260-v3-mkmlizer
Pipeline stage MKMLizer completed in 607.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v3-4-dpo-irv0f-3260-v3
Waiting for inference service chaiml-ir-v3-4-dpo-irv0f-3260-v3 to be ready
Inference service chaiml-ir-v3-4-dpo-irv0f-3260-v3 ready after 160.88224053382874s
Pipeline stage MKMLDeployer completed in 161.53s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.280484199523926s
Received healthy response to inference request in 2.4786365032196045s
Received healthy response to inference request in 1.962634801864624s
Received healthy response to inference request in 1.7586774826049805s
Received healthy response to inference request in 1.9543664455413818s
5 requests
0 failed requests
5th percentile: 1.7978152751922607
10th percentile: 1.836953067779541
20th percentile: 1.9152286529541016
30th percentile: 1.9560201168060303
40th percentile: 1.9593274593353271
50th percentile: 1.962634801864624
60th percentile: 2.089774560928345
70th percentile: 2.2169143199920653
80th percentile: 2.3201146602630613
90th percentile: 2.399375581741333
95th percentile: 2.439006042480469
99th percentile: 2.4707104110717775
mean time: 2.086959886550903
Pipeline stage StressChecker completed in 12.39s
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 0.82s
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-irv0f_3260_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 2955.38s
Shutdown handler de-registered
chaiml-ir-v3-4-dpo-irv0f_3260_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v3-4-dpo-irv0f_3260_v3 status is now torndown due to DeploymentManager action