chaiml-ca18-fd43-linear-w02

developer_uid: zonemercy
submission_id: chaiml-ca18-fd43-linear-w02_v4
model_name: chaiml-ca18-fd43-linear-w02_v4
model_group: ChaiML/ca18-fd43-linear-
status: torndown
timestamp: 2025-10-08T13:31:37+00:00
num_battles: 5777
num_wins: 3388
celo_rating: 1293.38
family_friendly_score: 0.5166
family_friendly_standard_error: 0.007067169730521547
submission_type: basic
model_repo: ChaiML/ca18-fd43-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1280
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.8722420637594802, 'latency_mean': 1.1463447904586792, 'latency_p50': 1.146623969078064, 'latency_p90': 1.2643223524093627}, {'batch_size': 4, 'throughput': 2.018215359055101, 'latency_mean': 1.971514823436737, 'latency_p50': 1.982366919517517, 'latency_p90': 2.177877902984619}, {'batch_size': 5, 'throughput': 2.229108277501336, 'latency_mean': 2.2376097059249878, 'latency_p50': 2.2187596559524536, 'latency_p90': 2.511330509185791}, {'batch_size': 8, 'throughput': 2.5806564029861776, 'latency_mean': 3.0691920566558837, 'latency_p50': 3.0516271591186523, 'latency_p90': 3.489508032798767}, {'batch_size': 10, 'throughput': 2.6911726998585457, 'latency_mean': 3.682602595090866, 'latency_p50': 3.6699018478393555, 'latency_p90': 4.152957153320313}, {'batch_size': 12, 'throughput': 2.765262549571353, 'latency_mean': 4.289305555820465, 'latency_p50': 4.250649690628052, 'latency_p90': 4.924814629554748}, {'batch_size': 15, 'throughput': 2.8237186091385102, 'latency_mean': 5.246218867301941, 'latency_p50': 5.302975654602051, 'latency_p90': 6.056904196739197}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ca18-fd43-linear-w02_v4
is_internal_developer: True
language_model: ChaiML/ca18-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 2.72
us_pacific_date: 2025-10-08
win_ratio: 0.5864635624026311
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.15, 'frequency_penalty': 0.15, 'stopping_words': ['You:', '</s>', '###', '\n'], 'max_input_tokens': 1280, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', '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-fd43-linear-w02-v4-mkmlizer
Waiting for job on chaiml-ca18-fd43-linear-w02-v4-mkmlizer to finish
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
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chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: Downloaded to shared memory in 29.251s
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: Checking if ChaiML/ca18-fd43-linear-w02 already exists in ChaiML
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpc7jjg1pc, device:0
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: quantized model in 146.215s
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: Processed model ChaiML/ca18-fd43-linear-w02 in 175.466s
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v4/nvidia
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v4/nvidia/config.json
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v4/nvidia/special_tokens_map.json
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v4/nvidia/tokenizer_config.json
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v4/nvidia/tokenizer.json
chaiml-ca18-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v4/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-fd43-linear-w02-v4-mkmlizer completed after 235.87s with status: succeeded
Stopping job with name chaiml-ca18-fd43-linear-w02-v4-mkmlizer
Pipeline stage MKMLizer completed in 236.35s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-ca18-fd43-linear-w02-v4
Waiting for inference service chaiml-ca18-fd43-linear-w02-v4 to be ready
Inference service chaiml-ca18-fd43-linear-w02-v4 ready after 61.08776926994324s
Pipeline stage MKMLDeployer completed in 61.93s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4146785736083984s
Received healthy response to inference request in 1.4988696575164795s
Received healthy response to inference request in 1.0979986190795898s
Received healthy response to inference request in 1.1997871398925781s
Received healthy response to inference request in 1.6348483562469482s
5 requests
0 failed requests
5th percentile: 1.1183563232421876
10th percentile: 1.1387140274047851
20th percentile: 1.1794294357299804
30th percentile: 1.2427654266357422
40th percentile: 1.3287220001220703
50th percentile: 1.4146785736083984
60th percentile: 1.448355007171631
70th percentile: 1.4820314407348634
80th percentile: 1.5260653972625733
90th percentile: 1.5804568767547607
95th percentile: 1.6076526165008544
99th percentile: 1.6294092082977294
mean time: 1.3692364692687988
Pipeline stage StressChecker completed in 8.98s
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 0.90s
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 0.64s
Shutdown handler de-registered
chaiml-ca18-fd43-linear-w02_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 2148.89s
Shutdown handler de-registered
chaiml-ca18-fd43-linear-w02_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-fd43-linear-w02_v4 status is now torndown due to DeploymentManager action