chaiml-ca18-fd43-linear-w02

developer_uid: zonemercy
submission_id: chaiml-ca18-fd43-linear-w02_v2
model_name: chaiml-ca18-fd43-linear-w02_v2
model_group: ChaiML/ca18-fd43-linear-
status: torndown
timestamp: 2025-10-07T11:21:18+00:00
num_battles: 5494
num_wins: 2805
celo_rating: 1295.59
family_friendly_score: 0.5142
family_friendly_standard_error: 0.0070682156164056
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': 0.8821714789567815, 'latency_mean': 1.1334471559524537, 'latency_p50': 1.1316694021224976, 'latency_p90': 1.257684302330017}, {'batch_size': 4, 'throughput': 2.0369187195733187, 'latency_mean': 1.9573203444480896, 'latency_p50': 1.9445477724075317, 'latency_p90': 2.185518431663513}, {'batch_size': 5, 'throughput': 2.1925662050217865, 'latency_mean': 2.272201634645462, 'latency_p50': 2.2681230306625366, 'latency_p90': 2.5572263956069947}, {'batch_size': 8, 'throughput': 2.5875196150879005, 'latency_mean': 3.0567925441265107, 'latency_p50': 3.0400930643081665, 'latency_p90': 3.497028946876526}, {'batch_size': 10, 'throughput': 2.6648414143700143, 'latency_mean': 3.727772215604782, 'latency_p50': 3.7318588495254517, 'latency_p90': 4.217196202278137}, {'batch_size': 12, 'throughput': 2.7441554681828633, 'latency_mean': 4.338267961740494, 'latency_p50': 4.328114986419678, 'latency_p90': 4.999928522109985}, {'batch_size': 15, 'throughput': 2.8322301350666863, 'latency_mean': 5.220364400148392, 'latency_p50': 5.218064069747925, 'latency_p90': 5.893244314193725}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-ca18-fd43-linear-w02_v2
is_internal_developer: True
language_model: ChaiML/ca18-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 2.68
us_pacific_date: 2025-10-07
win_ratio: 0.5105569712413542
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>', 'You:', '\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-v2-mkmlizer
Waiting for job on chaiml-ca18-fd43-linear-w02-v2-mkmlizer to finish
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
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chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: Downloaded to shared memory in 31.145s
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: Checking if ChaiML/ca18-fd43-linear-w02 already exists in ChaiML
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpr_2_rhaw, device:0
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: quantized model in 143.766s
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: Processed model ChaiML/ca18-fd43-linear-w02 in 174.911s
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v2/nvidia/special_tokens_map.json
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v2/nvidia/tokenizer_config.json
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v2/nvidia/tokenizer.json
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-ca18-fd43-linear-w02-v2/nvidia/flywheel_model.0.safetensors
chaiml-ca18-fd43-linear-w02-v2-mkmlizer: 
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Job chaiml-ca18-fd43-linear-w02-v2-mkmlizer completed after 251.66s with status: succeeded
Stopping job with name chaiml-ca18-fd43-linear-w02-v2-mkmlizer
Pipeline stage MKMLizer completed in 252.39s
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-fd43-linear-w02-v2
Waiting for inference service chaiml-ca18-fd43-linear-w02-v2 to be ready
Inference service chaiml-ca18-fd43-linear-w02-v2 ready after 50.68898367881775s
Pipeline stage MKMLDeployer completed in 51.45s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4894120693206787s
Received healthy response to inference request in 1.2651007175445557s
Received healthy response to inference request in 1.5490472316741943s
Received healthy response to inference request in 1.0433933734893799s
Received healthy response to inference request in 1.5642437934875488s
5 requests
0 failed requests
5th percentile: 1.087734842300415
10th percentile: 1.1320763111114502
20th percentile: 1.2207592487335206
30th percentile: 1.3099629878997803
40th percentile: 1.3996875286102295
50th percentile: 1.4894120693206787
60th percentile: 1.513266134262085
70th percentile: 1.5371201992034913
80th percentile: 1.5520865440368652
90th percentile: 1.5581651687622071
95th percentile: 1.561204481124878
99th percentile: 1.5636359310150147
mean time: 1.3822394371032716
Pipeline stage StressChecker completed in 8.39s
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 0.69s
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 0.71s
Shutdown handler de-registered
chaiml-ca18-fd43-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 0.12s
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-v2-profiler
Waiting for inference service chaiml-ca18-fd43-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 2108.86s
Shutdown handler de-registered
chaiml-ca18-fd43-linear-w02_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-ca18-fd43-linear-w02_v2 status is now torndown due to DeploymentManager action