developer_uid: zonemercy
submission_id: chaiml-ua-v1-dpo-7b07-lr_6741_v2
model_name: test
model_group: ChaiML/ua-v1-dpo_7b07-lr
status: torndown
timestamp: 2025-11-08T21:16:38+00:00
num_battles: 5861
num_wins: 3003
celo_rating: 1310.02
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ua-v1-dpo_7b07-lr5e6b01
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': 0.46619541679369103, 'latency_mean': 2.144927841424942, 'latency_p50': 2.1370794773101807, 'latency_p90': 2.3518463611602782}, {'batch_size': 2, 'throughput': 0.6831141286577255, 'latency_mean': 2.917461245059967, 'latency_p50': 2.9062352180480957, 'latency_p90': 3.127917504310608}, {'batch_size': 3, 'throughput': 0.8215820399269862, 'latency_mean': 3.6489912927150727, 'latency_p50': 3.6479454040527344, 'latency_p90': 4.048739457130432}, {'batch_size': 4, 'throughput': 0.9152038188141767, 'latency_mean': 4.350822470188141, 'latency_p50': 4.374446272850037, 'latency_p90': 4.995629906654358}, {'batch_size': 5, 'throughput': 0.9722533038187217, 'latency_mean': 5.113434706926346, 'latency_p50': 5.100390553474426, 'latency_p90': 5.968559694290161}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ua-v1-dpo_7b07-lr5e6b01
model_size: 24B
ranking_group: single
throughput_3p7s: 0.83
us_pacific_date: 2025-11-05
win_ratio: 0.5123699027469715
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>', 'You:', '\n', '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-lr-6741-v2-mkmlizer
Waiting for job on chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer to finish
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
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chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ║                                                                     ║
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: Downloaded to shared memory in 52.804s
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: Checking if ChaiML/ua-v1-dpo_7b07-lr5e6b01 already exists in ChaiML
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpy82sb_c6, device:0
chaiml-ua-v1-dpo-7b07-lr-6741-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-lr-6741-v2-mkmlizer: quantized model in 283.127s
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: Processed model ChaiML/ua-v1-dpo_7b07-lr5e6b01 in 335.932s
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-lr-6741-v2/nvidia
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-lr-6741-v2/nvidia/config.json
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-lr-6741-v2/nvidia/special_tokens_map.json
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-lr-6741-v2/nvidia/tokenizer_config.json
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-lr-6741-v2/nvidia/tokenizer.json
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-lr-6741-v2/nvidia/flywheel_model.1.safetensors
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-lr-6741-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ua-v1-dpo-7b07-lr-6741-v2/nvidia/flywheel_model.0.safetensors
chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer: 
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Job chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer completed after 462.61s with status: succeeded
Stopping job with name chaiml-ua-v1-dpo-7b07-lr-6741-v2-mkmlizer
Pipeline stage MKMLizer completed in 463.19s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ua-v1-dpo-7b07-lr-6741-v2
Waiting for inference service chaiml-ua-v1-dpo-7b07-lr-6741-v2 to be ready
Inference service chaiml-ua-v1-dpo-7b07-lr-6741-v2 ready after 150.87629461288452s
Pipeline stage MKMLDeployer completed in 151.36s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.447510242462158s
Received healthy response to inference request in 1.9262363910675049s
Received healthy response to inference request in 1.7456154823303223s
Received healthy response to inference request in 1.7657911777496338s
Received healthy response to inference request in 1.7193388938903809s
5 requests
0 failed requests
5th percentile: 1.7245942115783692
10th percentile: 1.7298495292663574
20th percentile: 1.740360164642334
30th percentile: 1.7496506214141845
40th percentile: 1.7577208995819091
50th percentile: 1.7657911777496338
60th percentile: 1.8299692630767823
70th percentile: 1.8941473484039306
80th percentile: 2.030491161346436
90th percentile: 2.239000701904297
95th percentile: 2.3432554721832273
99th percentile: 2.426659288406372
mean time: 1.9208984375
Pipeline stage StressChecker completed in 21.17s
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 1.04s
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 0.74s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-lr_6741_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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5248.21s
Shutdown handler de-registered
chaiml-ua-v1-dpo-7b07-lr_6741_v2 status is now torndown due to DeploymentManager action