chaiml-ca18-v1-7-dpo

developer_uid: chai_backend_admin

submission_id: chaiml-ca18-v1-7-dpo_v1

model_name: training123

model_group: ChaiML/ca18-v1-7-dpo

status: torndown

timestamp: 2025-11-19T11:01:32+00:00

num_battles: 5770

num_wins: 3091

celo_rating: 1307.86

family_friendly_score: 0.501

family_friendly_standard_error: 0.00707105366971571

submission_type: basic

model_repo: ChaiML/ca18-v1-7-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': 0.6918361462923588, 'latency_mean': 1.4453022754192353, 'latency_p50': 1.445792317390442, 'latency_p90': 1.594988226890564}, {'batch_size': 3, 'throughput': 1.308309680633031, 'latency_mean': 2.282557021379471, 'latency_p50': 2.2615171670913696, 'latency_p90': 2.544550347328186}, {'batch_size': 5, 'throughput': 1.6016831255206228, 'latency_mean': 3.1139551997184753, 'latency_p50': 3.110141158103943, 'latency_p90': 3.522689151763916}, {'batch_size': 6, 'throughput': 1.6900972287916038, 'latency_mean': 3.5245633029937746, 'latency_p50': 3.511790633201599, 'latency_p90': 4.001227760314942}, {'batch_size': 8, 'throughput': 1.8358373550150058, 'latency_mean': 4.3277980327606205, 'latency_p50': 4.319715857505798, 'latency_p90': 4.946086978912353}, {'batch_size': 10, 'throughput': 1.8978623261674041, 'latency_mean': 5.225454204082489, 'latency_p50': 5.230159521102905, 'latency_p90': 6.043088817596435}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ca18-v1-7-dpo

model_size: 13B

ranking_group: single

throughput_3p7s: 1.74

us_pacific_date: 2025-11-16

win_ratio: 0.5357019064124784

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': ['User:', '\n', '</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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-ca18-v1-7-dpo-v1-mkmlizer
Waiting for job on chaiml-ca18-v1-7-dpo-v1-mkmlizer to finish
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chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-7-dpo-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v1-7-dpo-v1-mkmlizer: Downloaded to shared memory in 45.730s
chaiml-ca18-v1-7-dpo-v1-mkmlizer: Checking if ChaiML/ca18-v1-7-dpo already exists in ChaiML
chaiml-ca18-v1-7-dpo-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3kqnbjez, device:0
chaiml-ca18-v1-7-dpo-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v1-7-dpo-v1-mkmlizer: quantized model in 26.275s
chaiml-ca18-v1-7-dpo-v1-mkmlizer: Processed model ChaiML/ca18-v1-7-dpo in 72.006s
chaiml-ca18-v1-7-dpo-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-7-dpo-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-7-dpo-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-7-dpo-v1/nvidia
chaiml-ca18-v1-7-dpo-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-7-dpo-v1/nvidia/config.json
chaiml-ca18-v1-7-dpo-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-7-dpo-v1/nvidia/special_tokens_map.json
chaiml-ca18-v1-7-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-7-dpo-v1/nvidia/tokenizer_config.json
chaiml-ca18-v1-7-dpo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-7-dpo-v1/nvidia/tokenizer.json
chaiml-ca18-v1-7-dpo-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v1-7-dpo-v1/nvidia/flywheel_model.0.safetensors
chaiml-ca18-v1-7-dpo-v1-mkmlizer: 
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Job chaiml-ca18-v1-7-dpo-v1-mkmlizer completed after 103.34s with status: succeeded
Stopping job with name chaiml-ca18-v1-7-dpo-v1-mkmlizer
Pipeline stage MKMLizer completed in 103.86s
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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-v1-7-dpo-v1
Waiting for inference service chaiml-ca18-v1-7-dpo-v1 to be ready
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-ca18-v1-7-dpo-v1 ready after 160.6333646774292s
Pipeline stage MKMLDeployer completed in 161.18s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.663559913635254s
Received healthy response to inference request in 1.2440681457519531s
Received healthy response to inference request in 1.3000407218933105s
Received healthy response to inference request in 1.4027535915374756s
Received healthy response to inference request in 1.286001443862915s
5 requests
0 failed requests
5th percentile: 1.2524548053741456
10th percentile: 1.260841464996338
20th percentile: 1.2776147842407226
30th percentile: 1.2888092994689941
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50th percentile: 1.3000407218933105
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70th percentile: 1.3822110176086426
80th percentile: 1.4549148559570313
90th percentile: 1.5592373847961425
95th percentile: 1.6113986492156982
99th percentile: 1.6531276607513428
mean time: 1.3792847633361816
Pipeline stage StressChecker completed in 8.49s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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chaiml-ca18-v1-7-dpo_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2523.89s
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chaiml-ca18-v1-7-dpo_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-v1-7-dpo_v1 status is now torndown due to DeploymentManager action