developer_uid: zonemercy
submission_id: chaiml-ua-v1-dpo-7b07-l_98076_v3
model_name: test
model_group: ChaiML/ua-v1-dpo_7b07-lr
status: torndown
timestamp: 2025-11-09T01:51:22+00:00
num_battles: 5403
num_wins: 2677
celo_rating: 1302.95
family_friendly_score: 0.509
family_friendly_standard_error: 0.007069922206078367
submission_type: basic
model_repo: ChaiML/ua-v1-dpo_7b07-lr2e6b01-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': 0.4641216964324861, 'latency_mean': 2.1544881653785706, 'latency_p50': 2.141663074493408, 'latency_p90': 2.355928826332092}, {'batch_size': 2, 'throughput': 0.681245546765306, 'latency_mean': 2.932764843702316, 'latency_p50': 2.922686219215393, 'latency_p90': 3.1819228887557984}, {'batch_size': 3, 'throughput': 0.8209007717199709, 'latency_mean': 3.6419503295421602, 'latency_p50': 3.630987763404846, 'latency_p90': 3.987095761299133}, {'batch_size': 4, 'throughput': 0.9192426971469367, 'latency_mean': 4.3284360432624815, 'latency_p50': 4.316242098808289, 'latency_p90': 4.982090997695923}, {'batch_size': 5, 'throughput': 0.975354529772578, 'latency_mean': 5.102856941223145, 'latency_p50': 5.141324996948242, 'latency_p90': 5.737458372116089}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ua-v1-dpo_7b07-lr2e6b01-cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-05
win_ratio: 0.4954654821395521
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': ['You:', 'User:', '</s>', '\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': '{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-98076-v3-mkmlizer
Waiting for job on chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer to finish
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: Downloaded to shared memory in 48.427s
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: Checking if ChaiML/ua-v1-dpo_7b07-lr2e6b01-cosine already exists in ChaiML
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpf5j6p2sf, device:0
chaiml-ua-v1-dpo-7b07-l-98076-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-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: quantized model in 285.515s
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: Processed model ChaiML/ua-v1-dpo_7b07-lr2e6b01-cosine in 333.942s
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-98076-v3/nvidia
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-98076-v3/nvidia/config.json
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-98076-v3/nvidia/special_tokens_map.json
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-98076-v3/nvidia/tokenizer_config.json
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-98076-v3/nvidia/tokenizer.json
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-98076-v3/nvidia/flywheel_model.1.safetensors
chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-98076-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer completed after 418.81s with status: succeeded
Stopping job with name chaiml-ua-v1-dpo-7b07-l-98076-v3-mkmlizer
Pipeline stage MKMLizer completed in 419.56s
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-98076-v3
Waiting for inference service chaiml-ua-v1-dpo-7b07-l-98076-v3 to be ready
Inference service chaiml-ua-v1-dpo-7b07-l-98076-v3 ready after 161.600581407547s
Pipeline stage MKMLDeployer completed in 162.19s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.296236276626587s
Received healthy response to inference request in 1.8284173011779785s
Received healthy response to inference request in 1.9841065406799316s
Received healthy response to inference request in 2.0215365886688232s
Received healthy response to inference request in 1.6929774284362793s
5 requests
0 failed requests
5th percentile: 1.7200654029846192
10th percentile: 1.747153377532959
20th percentile: 1.8013293266296386
30th percentile: 1.859555149078369
40th percentile: 1.9218308448791503
50th percentile: 1.9841065406799316
60th percentile: 1.9990785598754883
70th percentile: 2.014050579071045
80th percentile: 2.076476526260376
90th percentile: 2.1863564014434815
95th percentile: 2.241296339035034
99th percentile: 2.285248289108276
mean time: 1.9646548271179198
Pipeline stage StressChecker completed in 11.26s
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 0.85s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-l_98076_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 2735.45s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-l_98076_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ua-v1-dpo-7b07-l_98076_v3 status is now torndown due to DeploymentManager action