developer_uid: zonemercy
submission_id: chaiml-ssnew-v7-dpo-cos_53155_v3
model_name: test
model_group: ChaiML/ssnew-v7-dpo_cosi
status: torndown
timestamp: 2025-11-24T00:31:23+00:00
num_battles: 5353
num_wins: 2694
celo_rating: 1298.38
family_friendly_score: 0.48960000000000004
family_friendly_standard_error: 0.00706953803299763
submission_type: basic
model_repo: ChaiML/ssnew-v7-dpo_cosineb025
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': 0.4631384167628598, 'latency_mean': 2.159058483839035, 'latency_p50': 2.1496238708496094, 'latency_p90': 2.358758544921875}, {'batch_size': 2, 'throughput': 0.662444919314375, 'latency_mean': 3.0079156804084777, 'latency_p50': 2.9955101013183594, 'latency_p90': 3.239371681213379}, {'batch_size': 3, 'throughput': 0.7962705330761205, 'latency_mean': 3.760358576774597, 'latency_p50': 3.7507128715515137, 'latency_p90': 4.34940550327301}, {'batch_size': 4, 'throughput': 0.8854668051545591, 'latency_mean': 4.5050882828235626, 'latency_p50': 4.488634347915649, 'latency_p90': 5.188262486457825}, {'batch_size': 5, 'throughput': 0.9466746838678517, 'latency_mean': 5.263254487514496, 'latency_p50': 5.2730947732925415, 'latency_p90': 6.010168886184692}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ssnew-v7-dpo_cosineb025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.79
us_pacific_date: 2025-11-20
win_ratio: 0.5032691948440127
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:', 'You:', '\n'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{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-ssnew-v7-dpo-cos-53155-v3-mkmlizer
Waiting for job on chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer to finish
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: Downloaded to shared memory in 51.673s
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: Checking if ChaiML/ssnew-v7-dpo_cosineb025 already exists in ChaiML
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmppwxo7x_1, device:0
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: quantized model in 288.163s
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: Processed model ChaiML/ssnew-v7-dpo_cosineb025 in 339.836s
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-dpo-cos-53155-v3/nvidia
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-dpo-cos-53155-v3/nvidia/config.json
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-dpo-cos-53155-v3/nvidia/special_tokens_map.json
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-dpo-cos-53155-v3/nvidia/tokenizer_config.json
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-dpo-cos-53155-v3/nvidia/tokenizer.json
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-dpo-cos-53155-v3/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-dpo-cos-53155-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer completed after 419.6s with status: succeeded
Stopping job with name chaiml-ssnew-v7-dpo-cos-53155-v3-mkmlizer
Pipeline stage MKMLizer completed in 420.18s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v7-dpo-cos-53155-v3
Waiting for inference service chaiml-ssnew-v7-dpo-cos-53155-v3 to be ready
Inference service chaiml-ssnew-v7-dpo-cos-53155-v3 ready after 140.94466876983643s
Pipeline stage MKMLDeployer completed in 141.54s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0927162170410156s
Received healthy response to inference request in 1.9430022239685059s
Received healthy response to inference request in 1.866004228591919s
Received healthy response to inference request in 1.674076795578003s
Received healthy response to inference request in 1.7847719192504883s
5 requests
0 failed requests
5th percentile: 1.6962158203125
10th percentile: 1.718354845046997
20th percentile: 1.7626328945159913
30th percentile: 1.8010183811187743
40th percentile: 1.8335113048553466
50th percentile: 1.866004228591919
60th percentile: 1.8968034267425538
70th percentile: 1.9276026248931886
80th percentile: 1.9729450225830079
90th percentile: 2.0328306198120116
95th percentile: 2.062773418426514
99th percentile: 2.0867276573181153
mean time: 1.8721142768859864
Pipeline stage StressChecker completed in 10.98s
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 0.72s
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 0.66s
Shutdown handler de-registered
chaiml-ssnew-v7-dpo-cos_53155_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 2774.48s
Shutdown handler de-registered
chaiml-ssnew-v7-dpo-cos_53155_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ssnew-v7-dpo-cos_53155_v3 status is now torndown due to DeploymentManager action