developer_uid: chai_backend_admin
submission_id: chaiml-ca18-v1-5-dpo-b025_v1
model_name: training123
model_group: ChaiML/ca18-v1-5-dpo_b02
status: torndown
timestamp: 2025-11-19T09:01:34+00:00
num_battles: 5319
num_wins: 2848
celo_rating: 1306.07
family_friendly_score: 0.508
family_friendly_standard_error: 0.007070162657251953
submission_type: basic
model_repo: ChaiML/ca18-v1-5-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': 0.6845772142607905, 'latency_mean': 1.460661324262619, 'latency_p50': 1.4691321849822998, 'latency_p90': 1.5938579797744752}, {'batch_size': 3, 'throughput': 1.25709978933161, 'latency_mean': 2.381750737428665, 'latency_p50': 2.3858745098114014, 'latency_p90': 2.5920005321502684}, {'batch_size': 5, 'throughput': 1.5206123074261348, 'latency_mean': 3.258651304244995, 'latency_p50': 3.2818585634231567, 'latency_p90': 3.707726836204529}, {'batch_size': 6, 'throughput': 1.6143784988283045, 'latency_mean': 3.6916855132579802, 'latency_p50': 3.6890721321105957, 'latency_p90': 4.132078695297241}, {'batch_size': 8, 'throughput': 1.7183306329147736, 'latency_mean': 4.622100588083267, 'latency_p50': 4.59723699092865, 'latency_p90': 5.274059629440307}, {'batch_size': 10, 'throughput': 1.7848743884942366, 'latency_mean': 5.569271581172943, 'latency_p50': 5.55011785030365, 'latency_p90': 6.421293258666992}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: training123
is_internal_developer: True
language_model: ChaiML/ca18-v1-5-dpo_b025
model_size: 13B
ranking_group: single
throughput_3p7s: 1.63
us_pacific_date: 2025-11-16
win_ratio: 0.5354389922917842
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:', 'You:', '</s>', '\n'], '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-v1-5-dpo-b025-v1-mkmlizer
Waiting for job on chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer to finish
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chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: Downloaded to shared memory in 46.062s
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: Checking if ChaiML/ca18-v1-5-dpo_b025 already exists in ChaiML
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpio22wuwd, device:0
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: quantized model in 25.690s
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: Processed model ChaiML/ca18-v1-5-dpo_b025 in 71.753s
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-v1-5-dpo-b025-v1/nvidia
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-v1-5-dpo-b025-v1/nvidia/config.json
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-v1-5-dpo-b025-v1/nvidia/special_tokens_map.json
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-v1-5-dpo-b025-v1/nvidia/tokenizer_config.json
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-v1-5-dpo-b025-v1/nvidia/tokenizer.json
chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-v1-5-dpo-b025-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer completed after 113.87s with status: succeeded
Stopping job with name chaiml-ca18-v1-5-dpo-b025-v1-mkmlizer
Pipeline stage MKMLizer completed in 114.32s
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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-v1-5-dpo-b025-v1
Waiting for inference service chaiml-ca18-v1-5-dpo-b025-v1 to be ready
Failed to get response for submission chaiml-grpo-nis-cs-gud_93481_v21: ('http://chaiml-grpo-nis-cs-gud-93481-v21-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:56354->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-ca18-v1-5-dpo-b025-v1 ready after 170.63785815238953s
Pipeline stage MKMLDeployer completed in 171.53s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.542872667312622s
Received healthy response to inference request in 1.1199555397033691s
Received healthy response to inference request in 1.3781371116638184s
Received healthy response to inference request in 1.4472291469573975s
Received healthy response to inference request in 1.3571369647979736s
5 requests
0 failed requests
5th percentile: 1.16739182472229
10th percentile: 1.214828109741211
20th percentile: 1.3097006797790527
30th percentile: 1.3613369941711426
40th percentile: 1.3697370529174804
50th percentile: 1.3781371116638184
60th percentile: 1.40577392578125
70th percentile: 1.4334107398986817
80th percentile: 1.4663578510284423
90th percentile: 1.5046152591705322
95th percentile: 1.5237439632415772
99th percentile: 1.539046926498413
mean time: 1.3690662860870362
Pipeline stage StressChecker completed in 7.96s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.57s
Shutdown handler de-registered
chaiml-ca18-v1-5-dpo-b025_v1 status is now deployed due to DeploymentManager action
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Creating inference service chaiml-ca18-v1-5-dpo-b025-v1-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2531.95s
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chaiml-ca18-v1-5-dpo-b025_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-v1-5-dpo-b025_v1 status is now torndown due to DeploymentManager action