chaiml-ca18-fd43-linear-w02

developer_uid: zonemercy
submission_id: chaiml-ca18-fd43-linear-w02_v1
model_name: chaiml-ca18-fd43-linear-w02_v1
model_group: ChaiML/ca18-fd43-linear-
status: torndown
timestamp: 2025-10-07T04:56:29+00:00
num_battles: 5514
num_wins: 2795
celo_rating: 1291.39
family_friendly_score: 0.513
family_friendly_standard_error: 0.007068677386894949
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': 0.888656263611363, 'latency_mean': 1.1251943051815032, 'latency_p50': 1.1204469203948975, 'latency_p90': 1.2536926031112672}, {'batch_size': 4, 'throughput': 2.045383043254319, 'latency_mean': 1.9487505948543549, 'latency_p50': 1.935669183731079, 'latency_p90': 2.1676027536392213}, {'batch_size': 5, 'throughput': 2.2129567048489314, 'latency_mean': 2.240853942632675, 'latency_p50': 2.249838352203369, 'latency_p90': 2.5255545139312745}, {'batch_size': 8, 'throughput': 2.584993577767294, 'latency_mean': 3.0639958024024962, 'latency_p50': 3.059873104095459, 'latency_p90': 3.4982699155807495}, {'batch_size': 10, 'throughput': 2.679846218261111, 'latency_mean': 3.6948197519779207, 'latency_p50': 3.695205330848694, 'latency_p90': 4.144423937797546}, {'batch_size': 12, 'throughput': 2.7980663467375746, 'latency_mean': 4.246915785074234, 'latency_p50': 4.267073392868042, 'latency_p90': 4.887199115753174}, {'batch_size': 15, 'throughput': 2.894013043566474, 'latency_mean': 5.140343222618103, 'latency_p50': 5.144383549690247, 'latency_p90': 5.812047982215882}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ca18-fd43-linear-w02_v1
is_internal_developer: True
language_model: ChaiML/ca18-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 2.71
us_pacific_date: 2025-10-06
win_ratio: 0.5068915487849112
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', '###', 'You:', '</s>'], '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-v1-mkmlizer
Waiting for job on chaiml-ca18-fd43-linear-w02-v1-mkmlizer to finish
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
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chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: Downloaded to shared memory in 27.284s
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: Checking if ChaiML/ca18-fd43-linear-w02 already exists in ChaiML
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp6kgpgfbf, device:0
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: quantized model in 143.707s
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: Processed model ChaiML/ca18-fd43-linear-w02 in 170.992s
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v1/nvidia
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v1/nvidia/special_tokens_map.json
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v1/nvidia/config.json
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v1/nvidia/tokenizer_config.json
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v1/nvidia/tokenizer.json
chaiml-ca18-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-fd43-linear-w02-v1-mkmlizer completed after 234.76s with status: succeeded
Stopping job with name chaiml-ca18-fd43-linear-w02-v1-mkmlizer
Pipeline stage MKMLizer completed in 235.27s
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-v1
Waiting for inference service chaiml-ca18-fd43-linear-w02-v1 to be ready
Inference service chaiml-ca18-fd43-linear-w02-v1 ready after 60.437249183654785s
Pipeline stage MKMLDeployer completed in 61.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4618585109710693s
Received healthy response to inference request in 1.0867693424224854s
Received healthy response to inference request in 1.0966475009918213s
Received healthy response to inference request in 1.4199497699737549s
Received healthy response to inference request in 1.3389933109283447s
5 requests
0 failed requests
5th percentile: 1.0887449741363526
10th percentile: 1.0907206058502197
20th percentile: 1.094671869277954
30th percentile: 1.145116662979126
40th percentile: 1.2420549869537354
50th percentile: 1.3389933109283447
60th percentile: 1.3713758945465089
70th percentile: 1.4037584781646728
80th percentile: 1.4283315181732177
90th percentile: 1.4450950145721435
95th percentile: 1.4534767627716065
99th percentile: 1.4601821613311767
mean time: 1.280843687057495
Pipeline stage StressChecker completed in 7.76s
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 0.65s
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 0.72s
Shutdown handler de-registered
chaiml-ca18-fd43-linear-w02_v1 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 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-ca18-fd43-linear-w02-v1-profiler
Waiting for inference service chaiml-ca18-fd43-linear-w02-v1-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 2110.94s
Shutdown handler de-registered
chaiml-ca18-fd43-linear-w02_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-fd43-linear-w02_v1 status is now torndown due to DeploymentManager action