chaiml-ca18-v1-6-dpo-b025

developer_uid: chai_backend_admin

submission_id: chaiml-ca18-v1-6-dpo-b025_v1

model_name: training123

model_group: ChaiML/ca18-v1-6-dpo_b02

status: torndown

timestamp: 2025-11-19T10:31:35+00:00

num_battles: 5801

num_wins: 3110

celo_rating: 1305.47

family_friendly_score: 0.5084

family_friendly_standard_error: 0.007070069872356284

submission_type: basic

model_repo: ChaiML/ca18-v1-6-dpo_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': 0.6834935531401615, 'latency_mean': 1.4629758322238922, 'latency_p50': 1.4573118686676025, 'latency_p90': 1.610414457321167}, {'batch_size': 3, 'throughput': 1.2455469226942253, 'latency_mean': 2.4021456062793733, 'latency_p50': 2.3991990089416504, 'latency_p90': 2.6357706308364865}, {'batch_size': 5, 'throughput': 1.530450803408823, 'latency_mean': 3.251236926317215, 'latency_p50': 3.213955521583557, 'latency_p90': 3.7084588050842284}, {'batch_size': 6, 'throughput': 1.609538454322896, 'latency_mean': 3.7003632831573485, 'latency_p50': 3.6835609674453735, 'latency_p90': 4.231606674194336}, {'batch_size': 8, 'throughput': 1.7226407565994615, 'latency_mean': 4.61301775097847, 'latency_p50': 4.619119763374329, 'latency_p90': 5.246074771881103}, {'batch_size': 10, 'throughput': 1.771145179542023, 'latency_mean': 5.604623116254807, 'latency_p50': 5.621071457862854, 'latency_p90': 6.320798873901367}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ca18-v1-6-dpo_b025

model_size: 13B

ranking_group: single

throughput_3p7s: 1.62

us_pacific_date: 2025-11-16

win_ratio: 0.5361144630236166

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': ['\n', 'User:', '</s>', 'You:'], '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer
Waiting for job on chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer to finish
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chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: Downloaded to shared memory in 33.460s
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: Checking if ChaiML/ca18-v1-6-dpo_b025 already exists in ChaiML
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpm7eho2vf, device:0
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: quantized model in 26.261s
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: Processed model ChaiML/ca18-v1-6-dpo_b025 in 59.722s
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-b025-v1/nvidia
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-b025-v1/nvidia/special_tokens_map.json
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-b025-v1/nvidia/tokenizer_config.json
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-b025-v1/nvidia/config.json
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-b025-v1/nvidia/tokenizer.json
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v1-6-dpo-b025-v1/nvidia/flywheel_model.0.safetensors
chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer: 
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Job chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer completed after 94.03s with status: succeeded
Stopping job with name chaiml-ca18-v1-6-dpo-b025-v1-mkmlizer
Pipeline stage MKMLizer completed in 95.08s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.21s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ca18-v1-6-dpo-b025-v1
Waiting for inference service chaiml-ca18-v1-6-dpo-b025-v1 to be ready
Inference service chaiml-ca18-v1-6-dpo-b025-v1 ready after 170.91506838798523s
Pipeline stage MKMLDeployer completed in 171.53s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.5702590942382812s
Received healthy response to inference request in 1.554816722869873s
Received healthy response to inference request in 1.32328462600708s
Received healthy response to inference request in 1.3730974197387695s
Received healthy response to inference request in 1.8468611240386963s
5 requests
0 failed requests
5th percentile: 1.333247184753418
10th percentile: 1.3432097434997559
20th percentile: 1.3631348609924316
30th percentile: 1.4094412803649903
40th percentile: 1.4821290016174316
50th percentile: 1.554816722869873
60th percentile: 1.5609936714172363
70th percentile: 1.5671706199645996
80th percentile: 1.6255795001983644
90th percentile: 1.7362203121185302
95th percentile: 1.7915407180786131
99th percentile: 1.8357970428466797
mean time: 1.53366379737854
Pipeline stage StressChecker completed in 9.14s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2521.44s
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chaiml-ca18-v1-6-dpo-b025_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-v1-6-dpo-b025_v1 status is now torndown due to DeploymentManager action