developer_uid: zonemercy
submission_id: chaiml-ssnew-v7-1-dpo-c_95093_v3
model_name: test
model_group: ChaiML/ssnew-v7-1-dpo_co
status: torndown
timestamp: 2025-11-24T00:31:23+00:00
num_battles: 5483
num_wins: 2715
celo_rating: 1297.68
family_friendly_score: 0.5164
family_friendly_standard_error: 0.007067263119482675
submission_type: basic
model_repo: ChaiML/ssnew-v7-1-dpo_cosineb025
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': 0.4751122775511865, 'latency_mean': 2.104640749692917, 'latency_p50': 2.1062389612197876, 'latency_p90': 2.2962948083877563}, {'batch_size': 3, 'throughput': 0.8683649034784594, 'latency_mean': 3.4524456059932707, 'latency_p50': 3.471437931060791, 'latency_p90': 3.8527941942214965}, {'batch_size': 5, 'throughput': 1.0375957814215422, 'latency_mean': 4.803064962625504, 'latency_p50': 4.819232821464539, 'latency_p90': 5.330061912536621}, {'batch_size': 6, 'throughput': 1.100320616720631, 'latency_mean': 5.441153717041016, 'latency_p50': 5.391956090927124, 'latency_p90': 6.206559205055236}, {'batch_size': 10, 'throughput': 1.2040566424644565, 'latency_mean': 8.234100805521011, 'latency_p50': 8.216800332069397, 'latency_p90': 9.36123285293579}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ssnew-v7-1-dpo_cosineb025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.91
us_pacific_date: 2025-11-20
win_ratio: 0.495166879445559
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:', '</s>', '\n', 'You:'], '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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer
Waiting for job on chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer to finish
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
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chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: Downloaded to shared memory in 61.981s
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: Checking if ChaiML/ssnew-v7-1-dpo_cosineb025 already exists in ChaiML
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphiynhhau, device:0
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Retrying (%r) after connection broken by '%r': %s
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: quantized model in 315.091s
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: Processed model ChaiML/ssnew-v7-1-dpo_cosineb025 in 377.073s
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-c-95093-v3/nvidia
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-c-95093-v3/nvidia/config.json
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-c-95093-v3/nvidia/special_tokens_map.json
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-c-95093-v3/nvidia/tokenizer_config.json
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-c-95093-v3/nvidia/tokenizer.json
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-c-95093-v3/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-c-95093-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer completed after 433.41s with status: succeeded
Stopping job with name chaiml-ssnew-v7-1-dpo-c-95093-v3-mkmlizer
Pipeline stage MKMLizer completed in 434.13s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v7-1-dpo-c-95093-v3
Waiting for inference service chaiml-ssnew-v7-1-dpo-c-95093-v3 to be ready
Inference service chaiml-ssnew-v7-1-dpo-c-95093-v3 ready after 151.00738215446472s
Pipeline stage MKMLDeployer completed in 151.70s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.412158489227295s
Received healthy response to inference request in 1.812131643295288s
Received healthy response to inference request in 1.8058123588562012s
Received healthy response to inference request in 1.6512184143066406s
Received healthy response to inference request in 1.6424317359924316s
5 requests
0 failed requests
5th percentile: 1.6441890716552734
10th percentile: 1.6459464073181151
20th percentile: 1.6494610786437989
30th percentile: 1.6821372032165527
40th percentile: 1.743974781036377
50th percentile: 1.8058123588562012
60th percentile: 1.808340072631836
70th percentile: 1.8108677864074707
80th percentile: 1.9321370124816895
90th percentile: 2.172147750854492
95th percentile: 2.2921531200408936
99th percentile: 2.3881574153900145
mean time: 1.8647505283355712
Pipeline stage StressChecker completed in 10.68s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.73s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
Shutdown handler de-registered
chaiml-ssnew-v7-1-dpo-c_95093_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2742.30s
Shutdown handler de-registered
chaiml-ssnew-v7-1-dpo-c_95093_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ssnew-v7-1-dpo-c_95093_v3 status is now torndown due to DeploymentManager action