developer_uid: chai_backend_admin
submission_id: chaiml-creator-studio-d_27973_v4
model_name: chaiml-creator-studio-d_27973_v4
model_group: ChaiML/creator-studio-dp
status: torndown
timestamp: 2025-05-14T16:30:41+00:00
num_battles: 9545
num_wins: 4995
celo_rating: 1297.18
family_friendly_score: 0.526
family_friendly_standard_error: 0.007061501256815012
submission_type: basic
model_repo: ChaiML/creator-studio-dpo-sample-unfiltered_dpo
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.531938042016667, 'latency_mean': 1.8798512208461762, 'latency_p50': 1.8752458095550537, 'latency_p90': 2.092449736595154}, {'batch_size': 3, 'throughput': 1.0921786865538772, 'latency_mean': 2.7454295814037324, 'latency_p50': 2.735127329826355, 'latency_p90': 3.015858292579651}, {'batch_size': 5, 'throughput': 1.4118697768002233, 'latency_mean': 3.520260055065155, 'latency_p50': 3.505958676338196, 'latency_p90': 3.965730142593384}, {'batch_size': 6, 'throughput': 1.5238578773669322, 'latency_mean': 3.9052076172828674, 'latency_p50': 3.8938311338424683, 'latency_p90': 4.372001719474793}, {'batch_size': 8, 'throughput': 1.6752981639349966, 'latency_mean': 4.746972280740738, 'latency_p50': 4.74398136138916, 'latency_p90': 5.3377173185348505}, {'batch_size': 10, 'throughput': 1.7575730582086917, 'latency_mean': 5.630037162303925, 'latency_p50': 5.6526089906692505, 'latency_p90': 6.293924379348755}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-creator-studio-d_27973_v4
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/creator-studio-dpo-sample-unfiltered_dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 1.48
us_pacific_date: 2025-05-14
win_ratio: 0.5233106338397067
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.02, 'top_k': 60, 'presence_penalty': 0.2, 'frequency_penalty': 0.2, 'stopping_words': ['####', '</s>', 'You:', '####\n', '\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}</s>\n', 'user_template': 'You: {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-creator-studio-d-27973-v4-mkmlizer
Waiting for job on chaiml-creator-studio-d-27973-v4-mkmlizer to finish
chaiml-creator-studio-d-27973-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-creator-studio-d-27973-v4-mkmlizer: ║     _____            __           __                                ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║       /___/                                                         ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║                                                                     ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║                                                                     ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║                                                                     ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ║                                                                     ║
chaiml-creator-studio-d-27973-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-creator-studio-d-27973-v4-mkmlizer: Downloaded to shared memory in 62.562s
chaiml-creator-studio-d-27973-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjfo77z1e, device:0
chaiml-creator-studio-d-27973-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-creator-studio-d-27973-v4-mkmlizer: quantized model in 54.473s
chaiml-creator-studio-d-27973-v4-mkmlizer: Processed model ChaiML/creator-studio-dpo-sample-unfiltered_dpo in 117.036s
chaiml-creator-studio-d-27973-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-creator-studio-d-27973-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-creator-studio-d-27973-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-creator-studio-d-27973-v4
chaiml-creator-studio-d-27973-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-creator-studio-d-27973-v4/config.json
chaiml-creator-studio-d-27973-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-creator-studio-d-27973-v4/special_tokens_map.json
chaiml-creator-studio-d-27973-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-creator-studio-d-27973-v4/tokenizer_config.json
chaiml-creator-studio-d-27973-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-creator-studio-d-27973-v4/tokenizer.json
chaiml-creator-studio-d-27973-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-creator-studio-d-27973-v4/flywheel_model.1.safetensors
chaiml-creator-studio-d-27973-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-creator-studio-d-27973-v4/flywheel_model.0.safetensors
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Job chaiml-creator-studio-d-27973-v4-mkmlizer completed after 155.66s with status: succeeded
Stopping job with name chaiml-creator-studio-d-27973-v4-mkmlizer
Pipeline stage MKMLizer completed in 156.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-creator-studio-d-27973-v4
Waiting for inference service chaiml-creator-studio-d-27973-v4 to be ready
Inference service chaiml-creator-studio-d-27973-v4 ready after 120.49616360664368s
Pipeline stage MKMLDeployer completed in 121.05s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.6792845726013184s
Received healthy response to inference request in 1.9867124557495117s
Received healthy response to inference request in 1.9186155796051025s
Received healthy response to inference request in 2.0373952388763428s
Received healthy response to inference request in 2.044639825820923s
5 requests
0 failed requests
5th percentile: 1.9322349548339843
10th percentile: 1.9458543300628661
20th percentile: 1.97309308052063
30th percentile: 1.9968490123748779
40th percentile: 2.0171221256256104
50th percentile: 2.0373952388763428
60th percentile: 2.040293073654175
70th percentile: 2.043190908432007
80th percentile: 2.171568775177002
90th percentile: 2.4254266738891603
95th percentile: 2.5523556232452393
99th percentile: 2.6538987827301024
mean time: 2.1333295345306396
Pipeline stage StressChecker completed in 12.02s
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