developer_uid: zonemercy
submission_id: chaiml-ssnew-v7-2-dpo-b025_v4
model_name: test
model_group: ChaiML/ssnew-v7-2-dpo_b0
status: torndown
timestamp: 2025-11-24T00:31:23+00:00
num_battles: 5721
num_wins: 2948
celo_rating: 1305.48
family_friendly_score: 0.5005999999999999
family_friendly_standard_error: 0.0070710627206948175
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': 0.46064487938322196, 'latency_mean': 2.1707503426074983, 'latency_p50': 2.1894278526306152, 'latency_p90': 2.3460203409194946}, {'batch_size': 2, 'throughput': 0.6799623240308673, 'latency_mean': 2.939026709794998, 'latency_p50': 2.922404408454895, 'latency_p90': 3.195512318611145}, {'batch_size': 3, 'throughput': 0.8256460623095353, 'latency_mean': 3.619702843427658, 'latency_p50': 3.6209940910339355, 'latency_p90': 3.9534644603729245}, {'batch_size': 4, 'throughput': 0.9155722048780057, 'latency_mean': 4.35574250459671, 'latency_p50': 4.3705222606658936, 'latency_p90': 4.917359519004822}, {'batch_size': 5, 'throughput': 0.9842044984600217, 'latency_mean': 5.066899020671844, 'latency_p50': 5.079626202583313, 'latency_p90': 5.766666913032532}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ssnew-v7-2-dpo_b025
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-11-20
win_ratio: 0.515294528928509
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:', 'User:', '</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': '', '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-v7-2-dpo-b025-v4-mkmlizer
Waiting for job on chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer to finish
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║                                                                     ║
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chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: Downloaded to shared memory in 58.801s
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: Checking if ChaiML/ssnew-v7-2-dpo_b025 already exists in ChaiML
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpayayqdas, device:0
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: quantized model in 310.434s
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: Processed model ChaiML/ssnew-v7-2-dpo_b025 in 369.236s
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v4/nvidia
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v4/nvidia/config.json
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v4/nvidia/special_tokens_map.json
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v4/nvidia/tokenizer_config.json
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v4/nvidia/tokenizer.json
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v4/nvidia/flywheel_model.1.safetensors
chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-2-dpo-b025-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer completed after 408.62s with status: succeeded
Stopping job with name chaiml-ssnew-v7-2-dpo-b025-v4-mkmlizer
Pipeline stage MKMLizer completed in 409.22s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ssnew-v7-2-dpo-b025-v4
Waiting for inference service chaiml-ssnew-v7-2-dpo-b025-v4 to be ready
Inference service chaiml-ssnew-v7-2-dpo-b025-v4 ready after 140.86576128005981s
Pipeline stage MKMLDeployer completed in 141.48s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0640783309936523s
Received healthy response to inference request in 1.6911332607269287s
Received healthy response to inference request in 1.9779853820800781s
Received healthy response to inference request in 1.984471082687378s
Received healthy response to inference request in 1.822835922241211s
5 requests
0 failed requests
5th percentile: 1.7174737930297852
10th percentile: 1.7438143253326417
20th percentile: 1.7964953899383544
30th percentile: 1.8538658142089843
40th percentile: 1.9159255981445313
50th percentile: 1.9779853820800781
60th percentile: 1.980579662322998
70th percentile: 1.983173942565918
80th percentile: 2.000392532348633
90th percentile: 2.0322354316711424
95th percentile: 2.0481568813323974
99th percentile: 2.060894041061401
mean time: 1.9081007957458496
Pipeline stage StressChecker completed in 10.89s
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 0.68s
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 0.79s
Shutdown handler de-registered
chaiml-ssnew-v7-2-dpo-b025_v4 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 2755.15s
Shutdown handler de-registered
chaiml-ssnew-v7-2-dpo-b025_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-ssnew-v7-2-dpo-b025_v4 status is now torndown due to DeploymentManager action