developer_uid: zonemercy
submission_id: chaiml-ua-v1-dpo-7b07-l_88277_v2
model_name: test
model_group: ChaiML/ua-v1-dpo_7b07-lr
status: torndown
timestamp: 2025-11-08T22:21:32+00:00
num_battles: 5948
num_wins: 3105
celo_rating: 1314.48
family_friendly_score: 0.5018
family_friendly_standard_error: 0.007071021991197595
submission_type: basic
model_repo: ChaiML/ua-v1-dpo_7b07-lr2e6b01
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': 0.4644916999128935, 'latency_mean': 2.152764674425125, 'latency_p50': 2.1564821004867554, 'latency_p90': 2.35561466217041}, {'batch_size': 2, 'throughput': 0.6868696414550933, 'latency_mean': 2.9070259964466096, 'latency_p50': 2.9120163917541504, 'latency_p90': 3.1487456798553466}, {'batch_size': 3, 'throughput': 0.8228835796818469, 'latency_mean': 3.62708328127861, 'latency_p50': 3.6370205879211426, 'latency_p90': 3.9765997648239133}, {'batch_size': 4, 'throughput': 0.9308747326731083, 'latency_mean': 4.279451931715012, 'latency_p50': 4.275522589683533, 'latency_p90': 4.9489744186401365}, {'batch_size': 5, 'throughput': 0.9882812325444504, 'latency_mean': 5.041846101284027, 'latency_p50': 5.032545447349548, 'latency_p90': 5.733036756515503}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ua-v1-dpo_7b07-lr2e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-05
win_ratio: 0.5220242098184263
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:', '\n', 'User:', '</s>'], '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-88277-v2-mkmlizer
Waiting for job on chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer to finish
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: Downloaded to shared memory in 48.243s
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: Checking if ChaiML/ua-v1-dpo_7b07-lr2e6b01 already exists in ChaiML
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpf7b859dp, device:0
chaiml-ua-v1-dpo-7b07-l-88277-v2-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-88277-v2-mkmlizer: quantized model in 286.093s
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: Processed model ChaiML/ua-v1-dpo_7b07-lr2e6b01 in 334.336s
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-88277-v2/nvidia
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-88277-v2/nvidia/config.json
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-88277-v2/nvidia/special_tokens_map.json
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-88277-v2/nvidia/tokenizer_config.json
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-88277-v2/nvidia/tokenizer.json
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-88277-v2/nvidia/flywheel_model.1.safetensors
chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-88277-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer completed after 430.65s with status: succeeded
Stopping job with name chaiml-ua-v1-dpo-7b07-l-88277-v2-mkmlizer
Pipeline stage MKMLizer completed in 431.21s
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-88277-v2
Waiting for inference service chaiml-ua-v1-dpo-7b07-l-88277-v2 to be ready
Inference service chaiml-ua-v1-dpo-7b07-l-88277-v2 ready after 151.11627674102783s
Pipeline stage MKMLDeployer completed in 151.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2280259132385254s
Received healthy response to inference request in 1.6749496459960938s
Received healthy response to inference request in 1.6911306381225586s
Received healthy response to inference request in 1.7027695178985596s
Received healthy response to inference request in 2.0565028190612793s
5 requests
0 failed requests
5th percentile: 1.6781858444213866
10th percentile: 1.6814220428466797
20th percentile: 1.6878944396972657
30th percentile: 1.6934584140777589
40th percentile: 1.6981139659881592
50th percentile: 1.7027695178985596
60th percentile: 1.8442628383636475
70th percentile: 1.9857561588287354
80th percentile: 2.0908074378967285
90th percentile: 2.159416675567627
95th percentile: 2.193721294403076
99th percentile: 2.2211649894714354
mean time: 1.8706757068634032
Pipeline stage StressChecker completed in 20.29s
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 0.75s
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-ua-v1-dpo-7b07-l_88277_v2 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 3020.69s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-l_88277_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ua-v1-dpo-7b07-l_88277_v2 status is now torndown due to DeploymentManager action