developer_uid: zonemercy
submission_id: chaiml-ua-v1-dpo-7b07-l_42381_v3
model_name: test
model_group: ChaiML/ua-v1-dpo_7b07-lr
status: torndown
timestamp: 2025-11-09T01:51:22+00:00
num_battles: 5667
num_wins: 2870
celo_rating: 1307.49
family_friendly_score: 0.4978
family_friendly_standard_error: 0.007070999363597765
submission_type: basic
model_repo: ChaiML/ua-v1-dpo_7b07-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': 0.46922957843682056, 'latency_mean': 2.131052486896515, 'latency_p50': 2.131661295890808, 'latency_p90': 2.3254001140594482}, {'batch_size': 3, 'throughput': 0.8290887741812202, 'latency_mean': 3.609876559972763, 'latency_p50': 3.6282023191452026, 'latency_p90': 4.117119836807251}, {'batch_size': 5, 'throughput': 1.0010891676500828, 'latency_mean': 4.9796431398391725, 'latency_p50': 4.955068826675415, 'latency_p90': 5.599511384963989}, {'batch_size': 6, 'throughput': 1.0491491042553813, 'latency_mean': 5.700452082157135, 'latency_p50': 5.706285238265991, 'latency_p90': 6.458885264396668}, {'batch_size': 10, 'throughput': 1.1405045424078895, 'latency_mean': 8.698126499652863, 'latency_p50': 8.744508385658264, 'latency_p90': 9.93390953540802}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ua-v1-dpo_7b07-lr5e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.85
us_pacific_date: 2025-11-05
win_ratio: 0.5064407976001412
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:', '\n', '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-ua-v1-dpo-7b07-l-42381-v3-mkmlizer
Waiting for job on chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer to finish
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: Downloaded to shared memory in 55.057s
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: Checking if ChaiML/ua-v1-dpo_7b07-lr5e6b01-cosine already exists in ChaiML
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpxi3twrl6, device:0
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: quantized model in 285.157s
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: Processed model ChaiML/ua-v1-dpo_7b07-lr5e6b01-cosine in 340.214s
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v3/nvidia
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v3/nvidia/config.json
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v3/nvidia/special_tokens_map.json
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v3/nvidia/tokenizer_config.json
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v3/nvidia/tokenizer.json
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-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v3/nvidia/flywheel_model.1.safetensors
chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer completed after 398.8s with status: succeeded
Stopping job with name chaiml-ua-v1-dpo-7b07-l-42381-v3-mkmlizer
Pipeline stage MKMLizer completed in 399.40s
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-ua-v1-dpo-7b07-l-42381-v3
Waiting for inference service chaiml-ua-v1-dpo-7b07-l-42381-v3 to be ready
Inference service chaiml-ua-v1-dpo-7b07-l-42381-v3 ready after 140.60662078857422s
Pipeline stage MKMLDeployer completed in 141.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.363391160964966s
Received healthy response to inference request in 1.988236904144287s
Received healthy response to inference request in 1.7538394927978516s
Received healthy response to inference request in 2.122206926345825s
Received healthy response to inference request in 1.7191109657287598s
5 requests
0 failed requests
5th percentile: 1.7260566711425782
10th percentile: 1.7330023765563964
20th percentile: 1.7468937873840331
30th percentile: 1.8007189750671386
40th percentile: 1.894477939605713
50th percentile: 1.988236904144287
60th percentile: 2.0418249130249024
70th percentile: 2.0954129219055178
80th percentile: 2.1704437732696533
90th percentile: 2.2669174671173096
95th percentile: 2.3151543140411377
99th percentile: 2.3537437915802
mean time: 1.989357089996338
Pipeline stage StressChecker completed in 11.38s
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 1.45s
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 0.76s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-l_42381_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 2817.93s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-l_42381_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ua-v1-dpo-7b07-l_42381_v3 status is now torndown due to DeploymentManager action