chaiml-4d70-fd43-linear-w02

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w02_v1
model_name: chaiml-4d70-fd43-linear-w02_v1
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-10-07T06:30:01+00:00
num_battles: 6315
num_wins: 3283
celo_rating: 1306.27
family_friendly_score: 0.52
family_friendly_standard_error: 0.007065408693062277
submission_type: basic
model_repo: ChaiML/4d70-fd43-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1800
max_output_tokens: 74
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7283068417159859, 'latency_mean': 1.3729222631454467, 'latency_p50': 1.370736002922058, 'latency_p90': 1.5108229398727417}, {'batch_size': 4, 'throughput': 1.6015274669631245, 'latency_mean': 2.4848605513572695, 'latency_p50': 2.4907662868499756, 'latency_p90': 2.831682586669922}, {'batch_size': 5, 'throughput': 1.6992128808858882, 'latency_mean': 2.9301113379001618, 'latency_p50': 2.9225223064422607, 'latency_p90': 3.2947971343994142}, {'batch_size': 8, 'throughput': 1.95737896878502, 'latency_mean': 4.0652413189411165, 'latency_p50': 4.081770896911621, 'latency_p90': 4.57612407207489}, {'batch_size': 10, 'throughput': 2.0222803803998195, 'latency_mean': 4.907396339178085, 'latency_p50': 4.856686234474182, 'latency_p90': 5.621737051010132}, {'batch_size': 12, 'throughput': 2.051849572365419, 'latency_mean': 5.785107400417328, 'latency_p50': 5.806027770042419, 'latency_p90': 6.495324897766113}, {'batch_size': 15, 'throughput': 2.1069420643225296, 'latency_mean': 7.024433600902557, 'latency_p50': 7.104910612106323, 'latency_p90': 8.047021722793579}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w02_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 1.9
us_pacific_date: 2025-10-06
win_ratio: 0.5198733174980206
generation_params: {'temperature': 0.85, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.08, 'frequency_penalty': 0.08, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n', '</s>', '###'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 74}
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
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Starting job with name chaiml-4d70-fd43-linear-w02-v1-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w02-v1-mkmlizer to finish
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: Downloaded to shared memory in 29.105s
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w02 already exists in ChaiML
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmphrrukp0_, device:0
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: quantized model in 143.807s
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w02 in 172.913s
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v1/nvidia
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v1/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v1/nvidia/config.json
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v1/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w02-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w02-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-4d70-fd43-linear-w02-v1-mkmlizer completed after 265.06s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w02-v1-mkmlizer
Pipeline stage MKMLizer completed in 266.05s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.30s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-4d70-fd43-linear-w02-v1
Waiting for inference service chaiml-4d70-fd43-linear-w02-v1 to be ready
Inference service chaiml-4d70-fd43-linear-w02-v1 ready after 50.9075083732605s
Pipeline stage MKMLDeployer completed in 51.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6341445446014404s
Received healthy response to inference request in 1.30979323387146s
Received healthy response to inference request in 1.516960620880127s
Received healthy response to inference request in 1.7285702228546143s
Received healthy response to inference request in 1.6795320510864258s
5 requests
0 failed requests
5th percentile: 1.3512267112731933
10th percentile: 1.3926601886749268
20th percentile: 1.4755271434783936
30th percentile: 1.5403974056243896
40th percentile: 1.587270975112915
50th percentile: 1.6341445446014404
60th percentile: 1.6522995471954345
70th percentile: 1.6704545497894288
80th percentile: 1.6893396854400635
90th percentile: 1.7089549541473388
95th percentile: 1.7187625885009765
99th percentile: 1.7266086959838867
mean time: 1.5738001346588135
Pipeline stage StressChecker completed in 9.20s
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 0.88s
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 0.67s
Shutdown handler de-registered
chaiml-4d70-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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-4d70-fd43-linear-w02-v1-profiler
Waiting for inference service chaiml-4d70-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 2160.22s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w02_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w02_v1 status is now torndown due to DeploymentManager action