chaiml-ca18-c13f-linear-w02

developer_uid: zonemercy
submission_id: chaiml-ca18-c13f-linear-w02_v2
model_name: chaiml-ca18-c13f-linear-w02_v2
model_group: ChaiML/ca18-c13f-linear-
status: torndown
timestamp: 2025-10-07T11:20:55+00:00
num_battles: 5504
num_wins: 2870
celo_rating: 1299.45
family_friendly_score: 0.5207999999999999
family_friendly_standard_error: 0.007064946708928524
submission_type: basic
model_repo: ChaiML/ca18-c13f-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': 0.8839307755256406, 'latency_mean': 1.1311923742294312, 'latency_p50': 1.1189173460006714, 'latency_p90': 1.2625273942947388}, {'batch_size': 4, 'throughput': 2.03126687378437, 'latency_mean': 1.9644678771495818, 'latency_p50': 1.9496432542800903, 'latency_p90': 2.204773688316345}, {'batch_size': 5, 'throughput': 2.1872527207179253, 'latency_mean': 2.273451808691025, 'latency_p50': 2.2585418224334717, 'latency_p90': 2.583997321128845}, {'batch_size': 8, 'throughput': 2.571102174232829, 'latency_mean': 3.0850335919857024, 'latency_p50': 3.0758402347564697, 'latency_p90': 3.5259902238845826}, {'batch_size': 10, 'throughput': 2.6694816603863507, 'latency_mean': 3.7076891124248506, 'latency_p50': 3.7128762006759644, 'latency_p90': 4.219565367698669}, {'batch_size': 12, 'throughput': 2.7236307800725537, 'latency_mean': 4.34856317281723, 'latency_p50': 4.36501157283783, 'latency_p90': 4.872641491889953}, {'batch_size': 15, 'throughput': 2.795735750838919, 'latency_mean': 5.307896198034286, 'latency_p50': 5.3413026332855225, 'latency_p90': 6.069125485420227}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ca18-c13f-linear-w02_v2
is_internal_developer: True
language_model: ChaiML/ca18-c13f-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 2.7
us_pacific_date: 2025-10-07
win_ratio: 0.5214389534883721
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': ['###', '</s>', '\n', '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-c13f-linear-w02-v2-mkmlizer
Waiting for job on chaiml-ca18-c13f-linear-w02-v2-mkmlizer to finish
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
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chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: Downloaded to shared memory in 47.019s
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: Checking if ChaiML/ca18-c13f-linear-w02 already exists in ChaiML
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpjrgo8xg8, device:0
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: quantized model in 144.120s
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: Processed model ChaiML/ca18-c13f-linear-w02 in 191.140s
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w02-v2/nvidia
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w02-v2/nvidia/tokenizer_config.json
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w02-v2/nvidia/special_tokens_map.json
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w02-v2/nvidia/tokenizer.json
chaiml-ca18-c13f-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-c13f-linear-w02-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-ca18-c13f-linear-w02-v2-mkmlizer completed after 267.62s with status: succeeded
Stopping job with name chaiml-ca18-c13f-linear-w02-v2-mkmlizer
Pipeline stage MKMLizer completed in 268.22s
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-ca18-c13f-linear-w02-v2
Waiting for inference service chaiml-ca18-c13f-linear-w02-v2 to be ready
Inference service chaiml-ca18-c13f-linear-w02-v2 ready after 60.261664390563965s
Pipeline stage MKMLDeployer completed in 60.94s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7782864570617676s
Received healthy response to inference request in 1.1889145374298096s
Received healthy response to inference request in 1.5254225730895996s
Received healthy response to inference request in 1.6797678470611572s
Received healthy response to inference request in 1.066131591796875s
5 requests
0 failed requests
5th percentile: 1.0906881809234619
10th percentile: 1.1152447700500487
20th percentile: 1.1643579483032227
30th percentile: 1.2562161445617677
40th percentile: 1.3908193588256836
50th percentile: 1.5254225730895996
60th percentile: 1.5871606826782227
70th percentile: 1.6488987922668457
80th percentile: 1.6994715690612794
90th percentile: 1.7388790130615235
95th percentile: 1.7585827350616454
99th percentile: 1.7743457126617432
mean time: 1.4477046012878418
Pipeline stage StressChecker completed in 10.35s
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 0.78s
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 0.69s
Shutdown handler de-registered
chaiml-ca18-c13f-linear-w02_v2 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-c13f-linear-w02-v2-profiler
Waiting for inference service chaiml-ca18-c13f-linear-w02-v2-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 2029.36s
Shutdown handler de-registered
chaiml-ca18-c13f-linear-w02_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-c13f-linear-w02_v2 status is now torndown due to DeploymentManager action