chaiml-2fe5-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-2fe5-fd43-linear-w01_v5
model_name: chaiml-2fe5-fd43-linear-w01_v5
model_group: ChaiML/2fe5-fd43-linear-
status: torndown
timestamp: 2025-10-09T03:12:27+00:00
num_battles: 5590
num_wins: 2861
celo_rating: 1292.97
family_friendly_score: 0.5274
family_friendly_standard_error: 0.007060442479051862
submission_type: basic
model_repo: ChaiML/2fe5-fd43-linear-w01
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': 0.9166458487602711, 'latency_mean': 1.090833476781845, 'latency_p50': 1.1030123233795166, 'latency_p90': 1.2152434825897216}, {'batch_size': 5, 'throughput': 2.441073730599512, 'latency_mean': 2.032402504682541, 'latency_p50': 2.0462924242019653, 'latency_p90': 2.2446176767349244}, {'batch_size': 10, 'throughput': 3.0378308846381366, 'latency_mean': 3.2618668365478514, 'latency_p50': 3.2752047777175903, 'latency_p90': 3.6953291416168215}, {'batch_size': 15, 'throughput': 3.224488468599687, 'latency_mean': 4.586560697555542, 'latency_p50': 4.60333788394928, 'latency_p90': 5.2751225233078}, {'batch_size': 20, 'throughput': 3.2728022209495755, 'latency_mean': 5.9939788985252385, 'latency_p50': 6.0214784145355225, 'latency_p90': 7.150263404846191}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2fe5-fd43-linear-w01_v5
is_internal_developer: True
language_model: ChaiML/2fe5-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 3.15
us_pacific_date: 2025-10-08
win_ratio: 0.5118067978533095
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': ['Bot:', '<|im_end|>', '\n', 'User:', 'You:', '<|eot_id|>', '</s>', '####'], '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-w01-v5-mkmlizer
Waiting for job on chaiml-2fe5-fd43-linear-w01-v5-mkmlizer to finish
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
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chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  belonging to:                                                      ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: Downloaded to shared memory in 31.031s
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: Checking if ChaiML/2fe5-fd43-linear-w01 already exists in ChaiML
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp93m_uj1v, device:0
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: quantized model in 144.044s
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: Processed model ChaiML/2fe5-fd43-linear-w01 in 175.076s
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v5/nvidia
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v5/nvidia/config.json
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v5/nvidia/special_tokens_map.json
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v5/nvidia/tokenizer_config.json
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v5/nvidia/tokenizer.json
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v5/nvidia/flywheel_model.0.safetensors
chaiml-2fe5-fd43-linear-w01-v5-mkmlizer: 
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Job chaiml-2fe5-fd43-linear-w01-v5-mkmlizer completed after 236.83s with status: succeeded
Stopping job with name chaiml-2fe5-fd43-linear-w01-v5-mkmlizer
Pipeline stage MKMLizer completed in 237.30s
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-2fe5-fd43-linear-w01-v5
Waiting for inference service chaiml-2fe5-fd43-linear-w01-v5 to be ready
Inference service chaiml-2fe5-fd43-linear-w01-v5 ready after 70.6837089061737s
Pipeline stage MKMLDeployer completed in 71.27s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.0595977306365967s
Received healthy response to inference request in 1.1301982402801514s
Received healthy response to inference request in 1.1037373542785645s
Received healthy response to inference request in 2.1587371826171875s
Received healthy response to inference request in 1.0671896934509277s
5 requests
0 failed requests
5th percentile: 1.0744992256164552
10th percentile: 1.0818087577819824
20th percentile: 1.096427822113037
30th percentile: 1.1090295314788818
40th percentile: 1.1196138858795166
50th percentile: 1.1301982402801514
60th percentile: 1.5019580364227294
70th percentile: 1.8737178325653074
80th percentile: 2.0794256210327147
90th percentile: 2.119081401824951
95th percentile: 2.1389092922210695
99th percentile: 2.154771604537964
mean time: 1.5038920402526856
Pipeline stage StressChecker completed in 8.96s
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 1.03s
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 0.64s
Shutdown handler de-registered
chaiml-2fe5-fd43-linear-w01_v5 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 2532.46s
Shutdown handler de-registered
chaiml-2fe5-fd43-linear-w01_v5 status is now inactive due to auto deactivation removed underperforming models
chaiml-2fe5-fd43-linear-w01_v5 status is now torndown due to DeploymentManager action