developer_uid: chai_backend_admin
submission_id: chaiml-dpo-creator-stud_71655_v1
model_name: chaiml-dpo-creator-stud_71655_v1
model_group: ChaiML/dpo-creator-studi
status: torndown
timestamp: 2025-05-14T01:26:35+00:00
num_battles: 7071
num_wins: 3644
celo_rating: 1290.76
family_friendly_score: 0.528
family_friendly_standard_error: 0.007059971671331267
submission_type: basic
model_repo: ChaiML/dpo-creator-studio-dpo-sample-filtered-30-percent_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': 0.5323477093847669, 'latency_mean': 1.8784024798870087, 'latency_p50': 1.8808788061141968, 'latency_p90': 2.0701930284500123}, {'batch_size': 3, 'throughput': 1.0962290694262407, 'latency_mean': 2.728904459476471, 'latency_p50': 2.7091883420944214, 'latency_p90': 3.0103945970535277}, {'batch_size': 5, 'throughput': 1.3993575716093063, 'latency_mean': 3.5517715549468996, 'latency_p50': 3.55316424369812, 'latency_p90': 3.935415577888489}, {'batch_size': 6, 'throughput': 1.518818883291355, 'latency_mean': 3.9267397749423982, 'latency_p50': 3.942678689956665, 'latency_p90': 4.3920899629592896}, {'batch_size': 8, 'throughput': 1.6571234461936653, 'latency_mean': 4.795628398656845, 'latency_p50': 4.8097556829452515, 'latency_p90': 5.430905985832214}, {'batch_size': 10, 'throughput': 1.7528232324903101, 'latency_mean': 5.65754980802536, 'latency_p50': 5.6890586614608765, 'latency_p90': 6.394706583023071}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-dpo-creator-stud_71655_v1
is_internal_developer: True
language_model: ChaiML/dpo-creator-studio-dpo-sample-filtered-30-percent_dpo
model_size: 24B
ranking_group: single
throughput_3p7s: 1.46
us_pacific_date: 2025-05-13
win_ratio: 0.5153443643049074
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-dpo-creator-stud-71655-v1-mkmlizer
Waiting for job on chaiml-dpo-creator-stud-71655-v1-mkmlizer to finish
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║       /___/                                                         ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-creator-stud-71655-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-dpo-creator-stud-71655-v1-mkmlizer: Downloaded to shared memory in 80.106s
chaiml-dpo-creator-stud-71655-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp6xwoof3p, device:0
chaiml-dpo-creator-stud-71655-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-dpo-creator-stud-71655-v1-mkmlizer: quantized model in 54.350s
chaiml-dpo-creator-stud-71655-v1-mkmlizer: Processed model ChaiML/dpo-creator-studio-dpo-sample-filtered-30-percent_dpo in 134.456s
chaiml-dpo-creator-stud-71655-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-dpo-creator-stud-71655-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-dpo-creator-stud-71655-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71655-v1
chaiml-dpo-creator-stud-71655-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71655-v1/config.json
chaiml-dpo-creator-stud-71655-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71655-v1/special_tokens_map.json
chaiml-dpo-creator-stud-71655-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71655-v1/tokenizer_config.json
chaiml-dpo-creator-stud-71655-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71655-v1/tokenizer.json
chaiml-dpo-creator-stud-71655-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71655-v1/flywheel_model.1.safetensors
chaiml-dpo-creator-stud-71655-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71655-v1/flywheel_model.0.safetensors
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Job chaiml-dpo-creator-stud-71655-v1-mkmlizer completed after 166.17s with status: succeeded
Stopping job with name chaiml-dpo-creator-stud-71655-v1-mkmlizer
Pipeline stage MKMLizer completed in 166.70s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-dpo-creator-stud-71655-v1
Waiting for inference service chaiml-dpo-creator-stud-71655-v1 to be ready
Failed to get response for submission rirv938-anthropic-grpo-_44658_v1: HTTPConnectionPool(host='rirv938-anthropic-grpo-44658-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-dpo-creator-stud-71655-v1 ready after 130.5840072631836s
Pipeline stage MKMLDeployer completed in 131.20s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.44551420211792s
Received healthy response to inference request in 2.0909359455108643s
Received healthy response to inference request in 2.156106472015381s
Received healthy response to inference request in 2.209946632385254s
Received healthy response to inference request in 1.9589433670043945s
5 requests
0 failed requests
5th percentile: 1.9853418827056886
10th percentile: 2.0117403984069826
20th percentile: 2.0645374298095702
30th percentile: 2.1039700508117676
40th percentile: 2.130038261413574
50th percentile: 2.156106472015381
60th percentile: 2.1776425361633303
70th percentile: 2.199178600311279
80th percentile: 2.257060146331787
90th percentile: 2.3512871742248533
95th percentile: 2.3984006881713866
99th percentile: 2.4360914993286134
mean time: 2.172289323806763
Pipeline stage StressChecker completed in 12.52s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.71s
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chaiml-dpo-creator-stud_71655_v1 status is now deployed due to DeploymentManager action
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Waiting for inference service chaiml-dpo-creator-stud-71655-v1-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2898.20s
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chaiml-dpo-creator-stud_71655_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-dpo-creator-stud_71655_v1 status is now torndown due to DeploymentManager action