developer_uid: zonemercy
submission_id: chaiml-ssnew-v7-1-dpo-cosine_v2
model_name: test
model_group: ChaiML/ssnew-v7-1-dpo_co
status: torndown
timestamp: 2025-11-23T18:01:19+00:00
num_battles: 7373
num_wins: 3757
celo_rating: 1307.73
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/ssnew-v7-1-dpo_cosine
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': 0.47858412042515514, 'latency_mean': 2.089375251531601, 'latency_p50': 2.0940929651260376, 'latency_p90': 2.2859780311584474}, {'batch_size': 3, 'throughput': 0.8633149158596802, 'latency_mean': 3.4616370487213133, 'latency_p50': 3.4686646461486816, 'latency_p90': 3.7433965682983397}, {'batch_size': 5, 'throughput': 1.0342988655568692, 'latency_mean': 4.812783994674683, 'latency_p50': 4.814123749732971, 'latency_p90': 5.442902779579162}, {'batch_size': 6, 'throughput': 1.0902096936535517, 'latency_mean': 5.474928172826767, 'latency_p50': 5.4945985078811646, 'latency_p90': 6.050988507270813}, {'batch_size': 10, 'throughput': 1.1924428732758565, 'latency_mean': 8.329055913686751, 'latency_p50': 8.334810137748718, 'latency_p90': 9.298593783378601}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: test
is_internal_developer: True
language_model: ChaiML/ssnew-v7-1-dpo_cosine
model_size: 24B
ranking_group: single
throughput_3p7s: 0.91
us_pacific_date: 2025-11-20
win_ratio: 0.5095619150956191
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': ['</s>', 'You:', 'User:', '\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-v7-1-dpo-cosine-v2-mkmlizer
Waiting for job on chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer to finish
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║   ░███░█████░███   ░███  ███     ░███                               ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║   ░███░░███ ░███   ░███████      ░███                               ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║   ░███ ░░░  ░███   ░███░░███     ░███                               ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║   ░███      ░███   ░███ ░░███    ░███                               ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ║                                                                     ║
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: Downloaded to shared memory in 61.804s
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: Checking if ChaiML/ssnew-v7-1-dpo_cosine already exists in ChaiML
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpmcsv8tk2, device:0
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-rena-aggressive-_34509_v1: HTTPConnectionPool(host='chaiml-rena-aggressive-34509-v1-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: quantized model in 315.708s
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: Processed model ChaiML/ssnew-v7-1-dpo_cosine in 377.512s
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v2/nvidia
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v2/nvidia/config.json
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v2/nvidia/special_tokens_map.json
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v2/nvidia/tokenizer_config.json
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v2/nvidia/tokenizer.json
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ssnew-v7-1-dpo-cosine-v2/nvidia/flywheel_model.0.safetensors
chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer: 
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Job chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer completed after 420.19s with status: succeeded
Stopping job with name chaiml-ssnew-v7-1-dpo-cosine-v2-mkmlizer
Pipeline stage MKMLizer completed in 420.82s
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-cosine-v2
Waiting for inference service chaiml-ssnew-v7-1-dpo-cosine-v2 to be ready
Inference service chaiml-ssnew-v7-1-dpo-cosine-v2 ready after 151.07814860343933s
Pipeline stage MKMLDeployer completed in 151.75s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1280956268310547s
Received healthy response to inference request in 1.7677690982818604s
Received healthy response to inference request in 2.1103813648223877s
Received healthy response to inference request in 1.7852156162261963s
Received healthy response to inference request in 1.655477523803711s
5 requests
0 failed requests
5th percentile: 1.6779358386993408
10th percentile: 1.7003941535949707
20th percentile: 1.7453107833862305
30th percentile: 1.7712584018707276
40th percentile: 1.7782370090484618
50th percentile: 1.7852156162261963
60th percentile: 1.9152819156646728
70th percentile: 2.0453482151031492
80th percentile: 2.1139242172241213
90th percentile: 2.121009922027588
95th percentile: 2.124552774429321
99th percentile: 2.127387056350708
mean time: 1.889387845993042
Pipeline stage StressChecker completed in 11.05s
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 0.74s
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 0.87s
Shutdown handler de-registered
chaiml-ssnew-v7-1-dpo-cosine_v2 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 5575.36s
Shutdown handler de-registered
chaiml-ssnew-v7-1-dpo-cosine_v2 status is now torndown due to DeploymentManager action