chaiml-ua-v1-dpo-7b07-l_42381

developer_uid: zonemercy
submission_id: chaiml-ua-v1-dpo-7b07-l_42381_v2
model_name: test
model_group: ChaiML/ua-v1-dpo_7b07-lr
status: torndown
timestamp: 2025-11-08T22:21:32+00:00
num_battles: 5921
num_wins: 3048
celo_rating: 1309.56
family_friendly_score: 0.4952
family_friendly_standard_error: 0.007070741969553125
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': 0.4630229864994, 'latency_mean': 2.159597532749176, 'latency_p50': 2.1574195623397827, 'latency_p90': 2.3663784503936767}, {'batch_size': 2, 'throughput': 0.6787098226454428, 'latency_mean': 2.9392486715316775, 'latency_p50': 2.9290473461151123, 'latency_p90': 3.1676734924316405}, {'batch_size': 3, 'throughput': 0.8188950727440114, 'latency_mean': 3.650261937379837, 'latency_p50': 3.674636125564575, 'latency_p90': 4.195084118843079}, {'batch_size': 4, 'throughput': 0.924644831501337, 'latency_mean': 4.30837299823761, 'latency_p50': 4.289634943008423, 'latency_p90': 4.991303229331971}, {'batch_size': 5, 'throughput': 0.9827912624417271, 'latency_mean': 5.066651273965835, 'latency_p50': 5.06067168712616, 'latency_p90': 5.744262456893921}]
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: 0.83
us_pacific_date: 2025-11-05
win_ratio: 0.5147779091369701
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-ua-v1-dpo-7b07-l-42381-v2-mkmlizer
Waiting for job on chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer to finish
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-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║                                                                     ║
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chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: Downloaded to shared memory in 47.817s
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: Checking if ChaiML/ua-v1-dpo_7b07-lr5e6b01-cosine already exists in ChaiML
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpru_0w4_q, device:0
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: quantized model in 285.980s
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: Processed model ChaiML/ua-v1-dpo_7b07-lr5e6b01-cosine in 333.797s
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v2/nvidia
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v2/nvidia/config.json
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v2/nvidia/special_tokens_map.json
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v2/nvidia/tokenizer_config.json
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v2/nvidia/flywheel_model.1.safetensors
chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-l-42381-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer completed after 491.38s with status: succeeded
Stopping job with name chaiml-ua-v1-dpo-7b07-l-42381-v2-mkmlizer
Pipeline stage MKMLizer completed in 492.03s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.43s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ua-v1-dpo-7b07-l-42381-v2
Waiting for inference service chaiml-ua-v1-dpo-7b07-l-42381-v2 to be ready
Inference service chaiml-ua-v1-dpo-7b07-l-42381-v2 ready after 151.34919810295105s
Pipeline stage MKMLDeployer completed in 152.06s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2184295654296875s
Received healthy response to inference request in 1.7173502445220947s
Received healthy response to inference request in 1.700101613998413s
Received healthy response to inference request in 1.9928436279296875s
Received healthy response to inference request in 1.7023296356201172s
5 requests
0 failed requests
5th percentile: 1.700547218322754
10th percentile: 1.7009928226470947
20th percentile: 1.7018840312957764
30th percentile: 1.7053337574005127
40th percentile: 1.7113420009613036
50th percentile: 1.7173502445220947
60th percentile: 1.8275475978851319
70th percentile: 1.9377449512481688
80th percentile: 2.0379608154296873
90th percentile: 2.1281951904296874
95th percentile: 2.1733123779296877
99th percentile: 2.2094061279296877
mean time: 1.8662109375
Pipeline stage StressChecker completed in 19.90s
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 0.65s
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 0.65s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-l_42381_v2 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ua-v1-dpo-7b07-l-42381-v2-profiler
Waiting for inference service chaiml-ua-v1-dpo-7b07-l-42381-v2-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 2984.70s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-l_42381_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ua-v1-dpo-7b07-l_42381_v2 status is now torndown due to DeploymentManager action