chaiml-ca18-v1-10-dpo

developer_uid: chai_backend_admin

submission_id: chaiml-ca18-v1-10-dpo_v1

model_name: training123

model_group: ChaiML/ca18-v1-10-dpo

status: torndown

timestamp: 2025-11-20T10:51:18+00:00

num_battles: 5744

num_wins: 3087

celo_rating: 1310.24

family_friendly_score: 0.5025999999999999

family_friendly_standard_error: 0.007070972210382389

submission_type: basic

model_repo: ChaiML/ca18-v1-10-dpo

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': 0.6887859734288703, 'latency_mean': 1.4517269778251647, 'latency_p50': 1.4440747499465942, 'latency_p90': 1.6058581590652465}, {'batch_size': 3, 'throughput': 1.2429589858198098, 'latency_mean': 2.4054985880851745, 'latency_p50': 2.394718885421753, 'latency_p90': 2.7278447866439817}, {'batch_size': 5, 'throughput': 1.5187342835724194, 'latency_mean': 3.2808237075805664, 'latency_p50': 3.2706724405288696, 'latency_p90': 3.7371376752853394}, {'batch_size': 6, 'throughput': 1.589431328175837, 'latency_mean': 3.749702341556549, 'latency_p50': 3.7791757583618164, 'latency_p90': 4.235230875015259}, {'batch_size': 8, 'throughput': 1.70450920300797, 'latency_mean': 4.667212425470352, 'latency_p50': 4.664225935935974, 'latency_p90': 5.301710987091065}, {'batch_size': 10, 'throughput': 1.7713636967226625, 'latency_mean': 5.619555211067199, 'latency_p50': 5.572173833847046, 'latency_p90': 6.433851599693298}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ca18-v1-10-dpo

model_size: 13B

ranking_group: single

throughput_3p7s: 1.59

us_pacific_date: 2025-11-17

win_ratio: 0.5374303621169917

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:', '</s>', '\n', '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-ca18-v1-10-dpo-v1-mkmlizer
Waiting for job on chaiml-ca18-v1-10-dpo-v1-mkmlizer to finish
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chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-10-dpo-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v1-10-dpo-v1-mkmlizer: Downloaded to shared memory in 30.222s
chaiml-ca18-v1-10-dpo-v1-mkmlizer: Checking if ChaiML/ca18-v1-10-dpo already exists in ChaiML
chaiml-ca18-v1-10-dpo-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplfponwj3, device:0
chaiml-ca18-v1-10-dpo-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v1-10-dpo-v1-mkmlizer: quantized model in 26.097s
chaiml-ca18-v1-10-dpo-v1-mkmlizer: Processed model ChaiML/ca18-v1-10-dpo in 56.319s
chaiml-ca18-v1-10-dpo-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-10-dpo-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-10-dpo-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-10-dpo-v1/nvidia
chaiml-ca18-v1-10-dpo-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-10-dpo-v1/nvidia/special_tokens_map.json
chaiml-ca18-v1-10-dpo-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-10-dpo-v1/nvidia/config.json
chaiml-ca18-v1-10-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-10-dpo-v1/nvidia/tokenizer_config.json
chaiml-ca18-v1-10-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-10-dpo-v1/nvidia/tokenizer.json
chaiml-ca18-v1-10-dpo-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v1-10-dpo-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-v1-10-dpo-v1-mkmlizer completed after 114.19s with status: succeeded
Stopping job with name chaiml-ca18-v1-10-dpo-v1-mkmlizer
Pipeline stage MKMLizer completed in 114.70s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ca18-v1-10-dpo-v1
Waiting for inference service chaiml-ca18-v1-10-dpo-v1 to be ready
Inference service chaiml-ca18-v1-10-dpo-v1 ready after 160.7066900730133s
Pipeline stage MKMLDeployer completed in 161.22s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.6193175315856934s
Received healthy response to inference request in 1.2247233390808105s
Received healthy response to inference request in 1.7848546504974365s
Received healthy response to inference request in 1.888826847076416s
Received healthy response to inference request in 1.3566625118255615s
5 requests
0 failed requests
5th percentile: 1.2511111736297607
10th percentile: 1.277499008178711
20th percentile: 1.3302746772766114
30th percentile: 1.409193515777588
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50th percentile: 1.6193175315856934
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70th percentile: 1.7517472267150878
80th percentile: 1.8056490898132325
90th percentile: 1.8472379684448241
95th percentile: 1.86803240776062
99th percentile: 1.884667959213257
mean time: 1.5748769760131835
Pipeline stage StressChecker completed in 9.00s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2429.83s
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