developer_uid: zonemercy
submission_id: chaiml-4fa1-69d4-linear-w02_v1
model_name: chaiml-4fa1-69d4-linear-w02_v1
model_group: ChaiML/4fa1-69d4-linear-
status: torndown
timestamp: 2025-10-06T05:02:17+00:00
num_battles: 5523
num_wins: 2788
celo_rating: 1285.7
family_friendly_score: 0.5214
family_friendly_standard_error: 0.007064588310722713
submission_type: basic
model_repo: ChaiML/4fa1-69d4-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 768
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5676932873102705, 'latency_mean': 1.7613860499858855, 'latency_p50': 1.7525066137313843, 'latency_p90': 1.9458730936050415}, {'batch_size': 4, 'throughput': 1.4177162720468415, 'latency_mean': 2.809905675649643, 'latency_p50': 2.7953871488571167, 'latency_p90': 3.2398181915283204}, {'batch_size': 5, 'throughput': 1.5750655705427938, 'latency_mean': 3.152795263528824, 'latency_p50': 3.1274296045303345, 'latency_p90': 3.5574837207794188}, {'batch_size': 8, 'throughput': 1.8762270861462025, 'latency_mean': 4.231426259279251, 'latency_p50': 4.248288154602051, 'latency_p90': 4.704439997673035}, {'batch_size': 10, 'throughput': 1.9926867946528002, 'latency_mean': 4.986482880115509, 'latency_p50': 4.957685112953186, 'latency_p90': 5.707830095291138}, {'batch_size': 12, 'throughput': 2.0685432096505334, 'latency_mean': 5.724990334510803, 'latency_p50': 5.747515678405762, 'latency_p90': 6.511141300201416}, {'batch_size': 15, 'throughput': 2.130100522691016, 'latency_mean': 6.954056403636932, 'latency_p50': 6.9101386070251465, 'latency_p90': 7.958443951606751}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4fa1-69d4-linear-w02_v1
is_internal_developer: True
language_model: ChaiML/4fa1-69d4-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.76
us_pacific_date: 2025-10-05
win_ratio: 0.5047981169654173
generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], 'max_input_tokens': 768, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', 'truncate_by_message': False}
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-4fa1-69d4-linear-w02-v1-mkmlizer
Waiting for job on chaiml-4fa1-69d4-linear-w02-v1-mkmlizer to finish
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║                                                                     ║
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chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: Downloaded to shared memory in 50.961s
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: Checking if ChaiML/4fa1-69d4-linear-w02 already exists in ChaiML
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpaitya1ju, device:0
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: quantized model in 282.074s
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: Processed model ChaiML/4fa1-69d4-linear-w02 in 333.035s
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4fa1-69d4-linear-w02-v1/nvidia
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4fa1-69d4-linear-w02-v1/nvidia/special_tokens_map.json
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4fa1-69d4-linear-w02-v1/nvidia/config.json
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4fa1-69d4-linear-w02-v1/nvidia/tokenizer_config.json
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4fa1-69d4-linear-w02-v1/nvidia/tokenizer.json
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-4fa1-69d4-linear-w02-v1/nvidia/flywheel_model.1.safetensors
chaiml-4fa1-69d4-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4fa1-69d4-linear-w02-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-4fa1-69d4-linear-w02-v1-mkmlizer completed after 437.85s with status: succeeded
Stopping job with name chaiml-4fa1-69d4-linear-w02-v1-mkmlizer
Pipeline stage MKMLizer completed in 438.64s
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-4fa1-69d4-linear-w02-v1
Waiting for inference service chaiml-4fa1-69d4-linear-w02-v1 to be ready
Inference service chaiml-4fa1-69d4-linear-w02-v1 ready after 50.235066175460815s
Pipeline stage MKMLDeployer completed in 50.78s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.172039747238159s
Received healthy response to inference request in 1.703218936920166s
Received healthy response to inference request in 1.9578592777252197s
Received healthy response to inference request in 1.970992088317871s
Received healthy response to inference request in 2.022163152694702s
5 requests
0 failed requests
5th percentile: 1.7541470050811767
10th percentile: 1.8050750732421874
20th percentile: 1.906931209564209
30th percentile: 1.96048583984375
40th percentile: 1.9657389640808105
50th percentile: 1.970992088317871
60th percentile: 1.9914605140686035
70th percentile: 2.011928939819336
80th percentile: 2.0521384716033935
90th percentile: 2.1120891094207765
95th percentile: 2.142064428329468
99th percentile: 2.166044683456421
mean time: 1.9652546405792237
Pipeline stage StressChecker completed in 11.35s
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 0.65s
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 0.63s
Shutdown handler de-registered
chaiml-4fa1-69d4-linear-w02_v1 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 2748.24s
Shutdown handler de-registered
chaiml-4fa1-69d4-linear-w02_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-4fa1-69d4-linear-w02_v1 status is now torndown due to DeploymentManager action