developer_uid: zonemercy
submission_id: chaiml-ir-v4-1-dpo-irv0_48911_v6
model_name: test
model_group: ChaiML/ir-v4-1-dpo_irv0-
status: torndown
timestamp: 2025-11-03T18:51:17+00:00
num_battles: 6611
num_wins: 3340
celo_rating: 1303.13
family_friendly_score: 0.46599999999999997
family_friendly_standard_error: 0.007054700560619139
submission_type: basic
model_repo: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-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': 0.46327161497206854, 'latency_mean': 2.158442710638046, 'latency_p50': 2.1469238996505737, 'latency_p90': 2.385895848274231}, {'batch_size': 2, 'throughput': 0.673517065588294, 'latency_mean': 2.9642869985103606, 'latency_p50': 2.97041916847229, 'latency_p90': 3.219169330596924}, {'batch_size': 3, 'throughput': 0.8113894926379648, 'latency_mean': 3.6824192202091215, 'latency_p50': 3.710480809211731, 'latency_p90': 3.9695876121520994}, {'batch_size': 4, 'throughput': 0.9007999031295789, 'latency_mean': 4.421151177883148, 'latency_p50': 4.441671848297119, 'latency_p90': 5.138527989387512}, {'batch_size': 5, 'throughput': 0.9602325955257931, 'latency_mean': 5.1892558157444, 'latency_p50': 5.17706835269928, 'latency_p90': 5.846927237510681}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.82
us_pacific_date: 2025-10-31
win_ratio: 0.5052185751021026
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': ['</s>', 'User:', 'You:', '\n'], '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': '####\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-ir-v4-1-dpo-irv0-48911-v6-mkmlizer
Waiting for job on chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer to finish
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ir-v4-1-dpo-irv0-48911-v6-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-v4-1-dpo-irv0-48911-v6-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  belonging to:                                                      ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ║                                                                     ║
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: Downloaded to shared memory in 45.032s
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: Checking if ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine already exists in ChaiML
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp7nb12ga9, device:0
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: quantized model in 285.711s
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: Processed model ChaiML/ir-v4-1-dpo_irv0-lr5e6b01-cosine in 330.743s
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v6/nvidia
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v6/nvidia/config.json
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v6/nvidia/special_tokens_map.json
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v6/nvidia/tokenizer.json
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v6/nvidia/tokenizer_config.json
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v6/nvidia/flywheel_model.1.safetensors
chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ir-v4-1-dpo-irv0-48911-v6/nvidia/flywheel_model.0.safetensors
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Job chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer completed after 399.65s with status: succeeded
Stopping job with name chaiml-ir-v4-1-dpo-irv0-48911-v6-mkmlizer
Pipeline stage MKMLizer completed in 400.19s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v6
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v6 to be ready
Inference service chaiml-ir-v4-1-dpo-irv0-48911-v6 ready after 121.02256274223328s
Pipeline stage MKMLDeployer completed in 121.64s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.3163344860076904s
Received healthy response to inference request in 1.792858600616455s
Received healthy response to inference request in 1.7316091060638428s
Received healthy response to inference request in 1.7481610774993896s
Received healthy response to inference request in 1.9156122207641602s
5 requests
0 failed requests
5th percentile: 1.734919500350952
10th percentile: 1.7382298946380614
20th percentile: 1.7448506832122803
30th percentile: 1.7571005821228027
40th percentile: 1.774979591369629
50th percentile: 1.792858600616455
60th percentile: 1.8419600486755372
70th percentile: 1.891061496734619
80th percentile: 1.9957566738128663
90th percentile: 2.1560455799102782
95th percentile: 2.236190032958984
99th percentile: 2.300305595397949
mean time: 1.9009150981903076
Pipeline stage StressChecker completed in 11.74s
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 0.83s
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 0.73s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v6 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ir-v4-1-dpo-irv0-48911-v6-profiler
Waiting for inference service chaiml-ir-v4-1-dpo-irv0-48911-v6-profiler to be ready
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 3233.14s
Shutdown handler de-registered
chaiml-ir-v4-1-dpo-irv0_48911_v6 status is now inactive due to auto deactivation removed underperforming models
chaiml-ir-v4-1-dpo-irv0_48911_v6 status is now torndown due to DeploymentManager action