chaiml-ca18-fd43-linear-w02

developer_uid: zonemercy
submission_id: chaiml-ca18-fd43-linear-w02_v3
model_name: chaiml-ca18-fd43-linear-w02_v3
model_group: ChaiML/ca18-fd43-linear-
status: torndown
timestamp: 2025-10-08T04:29:32+00:00
num_battles: 5420
num_wins: 3171
celo_rating: 1295.1
family_friendly_score: 0.5172
family_friendly_standard_error: 0.00706688276399149
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': 0.8849966086503586, 'latency_mean': 1.129824970960617, 'latency_p50': 1.1295726299285889, 'latency_p90': 1.2667654037475586}, {'batch_size': 4, 'throughput': 2.0404278358078534, 'latency_mean': 1.9567339217662811, 'latency_p50': 1.9491149187088013, 'latency_p90': 2.212182903289795}, {'batch_size': 5, 'throughput': 2.200356503788828, 'latency_mean': 2.259579746723175, 'latency_p50': 2.258392095565796, 'latency_p90': 2.551515793800354}, {'batch_size': 8, 'throughput': 2.591985366787935, 'latency_mean': 3.056983621120453, 'latency_p50': 3.044558525085449, 'latency_p90': 3.4949273109436034}, {'batch_size': 10, 'throughput': 2.693758821155798, 'latency_mean': 3.6774147891998292, 'latency_p50': 3.686567544937134, 'latency_p90': 4.2338660717010494}, {'batch_size': 12, 'throughput': 2.7634442549906373, 'latency_mean': 4.301425541639328, 'latency_p50': 4.319108247756958, 'latency_p90': 4.99165358543396}, {'batch_size': 15, 'throughput': 2.8521815303724694, 'latency_mean': 5.187986164093018, 'latency_p50': 5.240900039672852, 'latency_p90': 5.977254390716553}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ca18-fd43-linear-w02_v3
is_internal_developer: True
language_model: ChaiML/ca18-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 2.72
us_pacific_date: 2025-10-07
win_ratio: 0.5850553505535055
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': ['\n', '</s>', 'You:', '###'], '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-v3-mkmlizer
Waiting for job on chaiml-ca18-fd43-linear-w02-v3-mkmlizer to finish
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
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chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: Downloaded to shared memory in 29.161s
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: Checking if ChaiML/ca18-fd43-linear-w02 already exists in ChaiML
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpnlrsavof, device:0
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: quantized model in 144.282s
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: Processed model ChaiML/ca18-fd43-linear-w02 in 173.444s
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v3/nvidia
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v3/nvidia/tokenizer_config.json
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v3/nvidia/special_tokens_map.json
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v3/nvidia/config.json
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v3/nvidia/tokenizer.json
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v3/nvidia/flywheel_model.0.safetensors
chaiml-ca18-fd43-linear-w02-v3-mkmlizer: 
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Job chaiml-ca18-fd43-linear-w02-v3-mkmlizer completed after 225.56s with status: succeeded
Stopping job with name chaiml-ca18-fd43-linear-w02-v3-mkmlizer
Pipeline stage MKMLizer completed in 226.05s
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-v3
Waiting for inference service chaiml-ca18-fd43-linear-w02-v3 to be ready
Inference service chaiml-ca18-fd43-linear-w02-v3 ready after 60.22900867462158s
Pipeline stage MKMLDeployer completed in 60.73s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.5142216682434082s
Received healthy response to inference request in 1.2368872165679932s
Received healthy response to inference request in 1.1465790271759033s
Received healthy response to inference request in 1.1920161247253418s
Received healthy response to inference request in 1.0834541320800781s
5 requests
0 failed requests
5th percentile: 1.0960791110992432
10th percentile: 1.1087040901184082
20th percentile: 1.1339540481567383
30th percentile: 1.155666446685791
40th percentile: 1.1738412857055665
50th percentile: 1.1920161247253418
60th percentile: 1.2099645614624024
70th percentile: 1.227912998199463
80th percentile: 1.2923541069030762
90th percentile: 1.4032878875732422
95th percentile: 1.4587547779083252
99th percentile: 1.5031282901763916
mean time: 1.234631633758545
Pipeline stage StressChecker completed in 7.45s
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 0.67s
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_v3 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ca18-fd43-linear-w02-v3-profiler
Waiting for inference service chaiml-ca18-fd43-linear-w02-v3-profiler to be ready
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 2443.47s
Shutdown handler de-registered
chaiml-ca18-fd43-linear-w02_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-fd43-linear-w02_v3 status is now torndown due to DeploymentManager action