chaiml-ca18-v1-9-dpo-lr_96560

developer_uid: chai_backend_admin

submission_id: chaiml-ca18-v1-9-dpo-lr_96560_v1

model_name: training123

model_group: ChaiML/ca18-v1-9-dpo_lr1

status: torndown

timestamp: 2025-11-20T09:41:13+00:00

num_battles: 5372

num_wins: 2912

celo_rating: 1314.85

family_friendly_score: 0.507

family_friendly_standard_error: 0.007070374813261317

submission_type: basic

model_repo: ChaiML/ca18-v1-9-dpo_lr15-b025

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6990896094533613, 'latency_mean': 1.430304388999939, 'latency_p50': 1.4266109466552734, 'latency_p90': 1.5594456672668457}, {'batch_size': 3, 'throughput': 1.293672451370737, 'latency_mean': 2.3130206775665285, 'latency_p50': 2.316879987716675, 'latency_p90': 2.5790048837661743}, {'batch_size': 5, 'throughput': 1.5937752577637287, 'latency_mean': 3.123772896528244, 'latency_p50': 3.103237271308899, 'latency_p90': 3.578229379653931}, {'batch_size': 6, 'throughput': 1.6864374765220358, 'latency_mean': 3.5409990727901457, 'latency_p50': 3.551427721977234, 'latency_p90': 4.0132835626602175}, {'batch_size': 8, 'throughput': 1.8041988747471451, 'latency_mean': 4.410063890218734, 'latency_p50': 4.404371500015259, 'latency_p90': 5.004454517364501}, {'batch_size': 10, 'throughput': 1.8684715762056228, 'latency_mean': 5.314319938421249, 'latency_p50': 5.333225846290588, 'latency_p90': 5.996527385711669}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ca18-v1-9-dpo_lr15-b025

model_size: 13B

ranking_group: single

throughput_3p7s: 1.72

us_pacific_date: 2025-11-17

win_ratio: 0.5420699925539836

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': ['You:', '\n', '</s>', '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-ca18-v1-9-dpo-lr-96560-v1-mkmlizer
Waiting for job on chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer to finish
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chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: Downloaded to shared memory in 43.964s
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: Checking if ChaiML/ca18-v1-9-dpo_lr15-b025 already exists in ChaiML
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmps8xlgdrl, device:0
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: quantized model in 26.009s
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: Processed model ChaiML/ca18-v1-9-dpo_lr15-b025 in 69.974s
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-9-dpo-lr-96560-v1/nvidia
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-9-dpo-lr-96560-v1/nvidia/config.json
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-9-dpo-lr-96560-v1/nvidia/special_tokens_map.json
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-9-dpo-lr-96560-v1/nvidia/tokenizer_config.json
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-9-dpo-lr-96560-v1/nvidia/tokenizer.json
chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v1-9-dpo-lr-96560-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer completed after 144.45s with status: succeeded
Stopping job with name chaiml-ca18-v1-9-dpo-lr-96560-v1-mkmlizer
Pipeline stage MKMLizer completed in 144.94s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ca18-v1-9-dpo-lr-96560-v1
Waiting for inference service chaiml-ca18-v1-9-dpo-lr-96560-v1 to be ready
Inference service chaiml-ca18-v1-9-dpo-lr-96560-v1 ready after 160.6335108280182s
Pipeline stage MKMLDeployer completed in 161.15s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.670591115951538s
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Received healthy response to inference request in 1.1817824840545654s
Received healthy response to inference request in 1.3668992519378662s
5 requests
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5th percentile: 1.1819162368774414
10th percentile: 1.1820499897003174
20th percentile: 1.1823174953460693
30th percentile: 1.2193408489227295
40th percentile: 1.2931200504302978
50th percentile: 1.3668992519378662
60th percentile: 1.3947435855865478
70th percentile: 1.4225879192352295
80th percentile: 1.483326292037964
90th percentile: 1.576958703994751
95th percentile: 1.6237749099731444
99th percentile: 1.6612278747558593
mean time: 1.367646837234497
Pipeline stage StressChecker completed in 8.27s
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Evaluating %s Family Friendly Score with %s threads
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