chaiml-ssnew-v7-2-dpo-b025

developer_uid: chai_backend_admin

submission_id: chaiml-ssnew-v7-2-dpo-b025_v1

model_name: training123

model_group: ChaiML/ssnew-v7-2-dpo_b0

status: torndown

timestamp: 2025-11-23T12:06:24+00:00

num_battles: 5946

num_wins: 3307

celo_rating: 1297.53

family_friendly_score: 0.0

family_friendly_standard_error: 0.0

submission_type: basic

model_repo: ChaiML/ssnew-v7-2-dpo_b025

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 2048

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.3803753136959738, 'latency_mean': 2.628885419368744, 'latency_p50': 2.6288554668426514, 'latency_p90': 2.9038381576538086}, {'batch_size': 2, 'throughput': 0.562053410185596, 'latency_mean': 3.544820199012756, 'latency_p50': 3.5183733701705933, 'latency_p90': 3.860579776763916}, {'batch_size': 3, 'throughput': 0.6920783652771162, 'latency_mean': 4.315456949472427, 'latency_p50': 4.327102065086365, 'latency_p90': 4.678773427009583}, {'batch_size': 4, 'throughput': 0.7833455753491179, 'latency_mean': 5.083871413469314, 'latency_p50': 5.103890895843506, 'latency_p90': 5.744366478919982}, {'batch_size': 5, 'throughput': 0.8443232106468743, 'latency_mean': 5.883730899095536, 'latency_p50': 5.871189594268799, 'latency_p90': 6.671417665481568}]

gpu_counts: {'NVIDIA L40S': 1}

display_name: training123

is_internal_developer: True

language_model: ChaiML/ssnew-v7-2-dpo_b025

model_size: 24B

ranking_group: single

throughput_3p7s: 0.59

us_pacific_date: 2025-11-20

win_ratio: 0.5561722166162126

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', 'You:', 'User:', '</s>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '####\n{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-ssnew-v7-2-dpo-b025-v1-mkmlizer
Waiting for job on chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer to finish
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chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: Downloaded to shared memory in 81.843s
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: Checking if ChaiML/ssnew-v7-2-dpo_b025 already exists in ChaiML
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpne0xurt9, device:0
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: quantized model in 41.545s
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: Processed model ChaiML/ssnew-v7-2-dpo_b025 in 123.389s
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v1/nvidia
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v1/nvidia/config.json
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v1/nvidia/special_tokens_map.json
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v1/nvidia/tokenizer_config.json
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v1/nvidia/tokenizer.json
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v1/nvidia/flywheel_model.0.safetensors
chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v1/nvidia/flywheel_model.1.safetensors
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Job chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer completed after 195.32s with status: succeeded
Stopping job with name chaiml-ssnew-v7-2-dpo-b025-v1-mkmlizer
Pipeline stage MKMLizer completed in 195.82s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v7-2-dpo-b025-v1
Waiting for inference service chaiml-ssnew-v7-2-dpo-b025-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', '')
Inference service chaiml-ssnew-v7-2-dpo-b025-v1 ready after 150.776757478714s
Pipeline stage MKMLDeployer completed in 151.35s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.9735198020935059s
Received healthy response to inference request in 1.974208116531372s
Received healthy response to inference request in 1.8802082538604736s
Received healthy response to inference request in 1.889209270477295s
Received healthy response to inference request in 1.6926352977752686s
5 requests
0 failed requests
5th percentile: 1.7301498889923095
10th percentile: 1.7676644802093506
20th percentile: 1.8426936626434327
30th percentile: 1.8820084571838378
40th percentile: 1.8856088638305664
50th percentile: 1.889209270477295
60th percentile: 1.9229334831237792
70th percentile: 1.9566576957702637
80th percentile: 1.9736574649810792
90th percentile: 1.9739327907562256
95th percentile: 1.9740704536437987
99th percentile: 1.9741805839538573
mean time: 1.881956148147583
Pipeline stage StressChecker completed in 11.41s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.66s
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chaiml-ssnew-v7-2-dpo-b025_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 3114.85s
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chaiml-ssnew-v7-2-dpo-b025_v1 status is now torndown due to DeploymentManager action