chaiml-2fe5-fd43-linear-w02

developer_uid: zonemercy
submission_id: chaiml-2fe5-fd43-linear-w02_v4
model_name: chaiml-2fe5-fd43-linear-w02_v4
model_group: ChaiML/2fe5-fd43-linear-
status: torndown
timestamp: 2025-10-08T20:07:01+00:00
num_battles: 6029
num_wins: 3074
celo_rating: 1289.06
family_friendly_score: 0.5346
family_friendly_standard_error: 0.007054117095710844
submission_type: basic
model_repo: ChaiML/2fe5-fd43-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.9166041001502586, 'latency_mean': 1.0908838725090027, 'latency_p50': 1.0933631658554077, 'latency_p90': 1.2132720947265625}, {'batch_size': 5, 'throughput': 2.4238153304702736, 'latency_mean': 2.054135113954544, 'latency_p50': 2.0738614797592163, 'latency_p90': 2.319955587387085}, {'batch_size': 10, 'throughput': 3.0550227366916816, 'latency_mean': 3.2366046226024627, 'latency_p50': 3.204850912094116, 'latency_p90': 3.781278467178345}, {'batch_size': 15, 'throughput': 3.262165936352359, 'latency_mean': 4.525719684362412, 'latency_p50': 4.517632722854614, 'latency_p90': 5.144681286811829}, {'batch_size': 20, 'throughput': 3.3008559028638746, 'latency_mean': 5.952547249794006, 'latency_p50': 5.950541615486145, 'latency_p90': 6.9796953916549676}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2fe5-fd43-linear-w02_v4
is_internal_developer: True
language_model: ChaiML/2fe5-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 3.19
us_pacific_date: 2025-10-08
win_ratio: 0.5098689666611378
generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', 'User:', '####', 'You:', '<|im_end|>', '\n', 'Bot:', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", '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-2fe5-fd43-linear-w02-v4-mkmlizer
Waiting for job on chaiml-2fe5-fd43-linear-w02-v4-mkmlizer to finish
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
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chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  belonging to:                                                      ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: Downloaded to shared memory in 27.952s
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: Checking if ChaiML/2fe5-fd43-linear-w02 already exists in ChaiML
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmprxv5iy3t, device:0
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: quantized model in 145.412s
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: Processed model ChaiML/2fe5-fd43-linear-w02 in 173.364s
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w02-v4/nvidia
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w02-v4/nvidia/special_tokens_map.json
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w02-v4/nvidia/config.json
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w02-v4/nvidia/tokenizer_config.json
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w02-v4/nvidia/tokenizer.json
chaiml-2fe5-fd43-linear-w02-v4-mkmlizer: 
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Job chaiml-2fe5-fd43-linear-w02-v4-mkmlizer completed after 238.4s with status: succeeded
Stopping job with name chaiml-2fe5-fd43-linear-w02-v4-mkmlizer
Pipeline stage MKMLizer completed in 238.99s
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-2fe5-fd43-linear-w02-v4
Waiting for inference service chaiml-2fe5-fd43-linear-w02-v4 to be ready
Inference service chaiml-2fe5-fd43-linear-w02-v4 ready after 70.6833119392395s
Pipeline stage MKMLDeployer completed in 71.28s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.7991843223571777s
Received healthy response to inference request in 1.7095756530761719s
Received healthy response to inference request in 1.0662734508514404s
Received healthy response to inference request in 1.1877501010894775s
Received healthy response to inference request in 1.0713450908660889s
5 requests
0 failed requests
5th percentile: 1.0672877788543702
10th percentile: 1.0683021068572998
20th percentile: 1.070330762863159
30th percentile: 1.0946260929107665
40th percentile: 1.141188097000122
50th percentile: 1.1877501010894775
60th percentile: 1.3964803218841553
70th percentile: 1.605210542678833
80th percentile: 1.727497386932373
90th percentile: 1.7633408546447753
95th percentile: 1.7812625885009765
99th percentile: 1.7955999755859375
mean time: 1.3668257236480712
Pipeline stage StressChecker completed in 10.48s
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 0.74s
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 0.70s
Shutdown handler de-registered
chaiml-2fe5-fd43-linear-w02_v4 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-2fe5-fd43-linear-w02-v4-profiler
Waiting for inference service chaiml-2fe5-fd43-linear-w02-v4-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 2124.92s
Shutdown handler de-registered
chaiml-2fe5-fd43-linear-w02_v4 status is now inactive due to auto deactivation removed underperforming models
chaiml-2fe5-fd43-linear-w02_v4 status is now torndown due to DeploymentManager action