chaiml-dpo-creator-stud_71905

developer_uid: chai_backend_admin

submission_id: chaiml-dpo-creator-stud_71905_v1

model_name: chaiml-dpo-creator-stud_71905_v1

model_group: ChaiML/dpo-creator-studi

status: torndown

timestamp: 2025-05-14T01:27:05+00:00

num_battles: 6833

num_wins: 3570

celo_rating: 1294.6

family_friendly_score: 0.5238

family_friendly_standard_error: 0.007063052597850309

submission_type: basic

model_repo: ChaiML/dpo-creator-studio-dpo-sample-filtered-10-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': 0.5273833705575844, 'latency_mean': 1.8960858118534087, 'latency_p50': 1.8919934034347534, 'latency_p90': 2.1268466472625733}, {'batch_size': 3, 'throughput': 1.083814777034877, 'latency_mean': 2.757441816329956, 'latency_p50': 2.7793822288513184, 'latency_p90': 3.018610143661499}, {'batch_size': 5, 'throughput': 1.4120404102667161, 'latency_mean': 3.5261757624149324, 'latency_p50': 3.525027871131897, 'latency_p90': 3.9454938888549806}, {'batch_size': 6, 'throughput': 1.5170614489524972, 'latency_mean': 3.9303947377204893, 'latency_p50': 3.9199321269989014, 'latency_p90': 4.3866805791854855}, {'batch_size': 8, 'throughput': 1.650790416947806, 'latency_mean': 4.804993587732315, 'latency_p50': 4.808816075325012, 'latency_p90': 5.516829586029052}, {'batch_size': 10, 'throughput': 1.744920291659053, 'latency_mean': 5.679419250488281, 'latency_p50': 5.7137192487716675, 'latency_p90': 6.439348530769348}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-dpo-creator-stud_71905_v1

is_internal_developer: True

language_model: ChaiML/dpo-creator-studio-dpo-sample-filtered-10-percent_dpo

model_size: 24B

ranking_group: single

throughput_3p7s: 1.47

us_pacific_date: 2025-05-13

win_ratio: 0.5224645104639251

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': ['####\n', '####', '</s>', 'You:', '\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-71905-v1-mkmlizer
Waiting for job on chaiml-dpo-creator-stud-71905-v1-mkmlizer to finish
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║       /___/                                                         ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ║                                                                     ║
chaiml-dpo-creator-stud-71905-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-dpo-creator-stud-71905-v1-mkmlizer: Downloaded to shared memory in 97.685s
chaiml-dpo-creator-stud-71905-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpyi19w_l1, device:0
chaiml-dpo-creator-stud-71905-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-dpo-creator-stud-71905-v1-mkmlizer: quantized model in 53.508s
chaiml-dpo-creator-stud-71905-v1-mkmlizer: Processed model ChaiML/dpo-creator-studio-dpo-sample-filtered-10-percent_dpo in 151.195s
chaiml-dpo-creator-stud-71905-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-dpo-creator-stud-71905-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-dpo-creator-stud-71905-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71905-v1
chaiml-dpo-creator-stud-71905-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71905-v1/config.json
chaiml-dpo-creator-stud-71905-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71905-v1/special_tokens_map.json
chaiml-dpo-creator-stud-71905-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71905-v1/tokenizer_config.json
chaiml-dpo-creator-stud-71905-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71905-v1/tokenizer.json
chaiml-dpo-creator-stud-71905-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71905-v1/flywheel_model.1.safetensors
chaiml-dpo-creator-stud-71905-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-dpo-creator-stud-71905-v1/flywheel_model.0.safetensors
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Job chaiml-dpo-creator-stud-71905-v1-mkmlizer completed after 186.26s with status: succeeded
Stopping job with name chaiml-dpo-creator-stud-71905-v1-mkmlizer
Pipeline stage MKMLizer completed in 186.74s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-dpo-creator-stud-71905-v1
Waiting for inference service chaiml-dpo-creator-stud-71905-v1 to be ready
Inference service chaiml-dpo-creator-stud-71905-v1 ready after 130.53237056732178s
Pipeline stage MKMLDeployer completed in 131.06s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4073569774627686s
Received healthy response to inference request in 1.9527347087860107s
Received healthy response to inference request in 2.1835122108459473s
Received healthy response to inference request in 1.9528117179870605s
Received healthy response to inference request in 2.2033095359802246s
5 requests
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5th percentile: 1.9527501106262206
10th percentile: 1.9527655124664307
20th percentile: 1.9527963161468507
30th percentile: 1.9989518165588378
40th percentile: 2.0912320137023928
50th percentile: 2.1835122108459473
60th percentile: 2.1914311408996583
70th percentile: 2.1993500709533693
80th percentile: 2.2441190242767335
90th percentile: 2.325738000869751
95th percentile: 2.3665474891662597
99th percentile: 2.3991950798034667
mean time: 2.1399450302124023
Pipeline stage StressChecker completed in 12.06s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3108.65s
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chaiml-dpo-creator-stud_71905_v1 status is now inactive due to auto deactivation removed underperforming models
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