developer_uid: zonemercy
submission_id: chaiml-02f4-6970-linear-w02_v2
model_name: chaiml-02f4-6970-linear-w02_v2
model_group: ChaiML/02f4-6970-linear-
status: torndown
timestamp: 2025-10-06T16:26:07+00:00
num_battles: 6187
num_wins: 3282
celo_rating: 1308.53
family_friendly_score: 0.525
family_friendly_standard_error: 0.007062223445912767
submission_type: basic
model_repo: ChaiML/02f4-6970-linear-w02
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5370353310806663, 'latency_mean': 1.8619543313980103, 'latency_p50': 1.858271598815918, 'latency_p90': 2.0518290281295775}, {'batch_size': 3, 'throughput': 1.0848139075457048, 'latency_mean': 2.761648682355881, 'latency_p50': 2.7740978002548218, 'latency_p90': 3.023103618621826}, {'batch_size': 5, 'throughput': 1.3935555736328837, 'latency_mean': 3.5691470086574553, 'latency_p50': 3.5819528102874756, 'latency_p90': 4.027754116058349}, {'batch_size': 6, 'throughput': 1.4892633343022608, 'latency_mean': 3.997440357208252, 'latency_p50': 4.014699459075928, 'latency_p90': 4.576220154762268}, {'batch_size': 8, 'throughput': 1.6615348444684461, 'latency_mean': 4.79006528377533, 'latency_p50': 4.748258113861084, 'latency_p90': 5.5139607906341555}, {'batch_size': 10, 'throughput': 1.7087749518951465, 'latency_mean': 5.7982344019413, 'latency_p50': 5.82680082321167, 'latency_p90': 6.586371660232544}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-02f4-6970-linear-w02_v2
is_internal_developer: True
language_model: ChaiML/02f4-6970-linear-w02
model_size: 24B
ranking_group: single
throughput_3p7s: 1.43
us_pacific_date: 2025-10-06
win_ratio: 0.5304671084532083
generation_params: {'temperature': 0.7, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 80, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '</s>', '<|im_start|>', '<|im_end|>', '###'], 'max_input_tokens': 1024, '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': 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-02f4-6970-linear-w02-v2-mkmlizer
Waiting for job on chaiml-02f4-6970-linear-w02-v2-mkmlizer to finish
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
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chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ║                                                                     ║
chaiml-02f4-6970-linear-w02-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-02f4-6970-linear-w02-v2-mkmlizer: Downloaded to shared memory in 55.924s
chaiml-02f4-6970-linear-w02-v2-mkmlizer: Checking if ChaiML/02f4-6970-linear-w02 already exists in ChaiML
chaiml-02f4-6970-linear-w02-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpyqpuuiey, device:0
chaiml-02f4-6970-linear-w02-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
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', '')
chaiml-02f4-6970-linear-w02-v2-mkmlizer: quantized model in 286.925s
chaiml-02f4-6970-linear-w02-v2-mkmlizer: Processed model ChaiML/02f4-6970-linear-w02 in 342.849s
chaiml-02f4-6970-linear-w02-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-02f4-6970-linear-w02-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-02f4-6970-linear-w02-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v2/nvidia
chaiml-02f4-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v2/nvidia/config.json
chaiml-02f4-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v2/nvidia/special_tokens_map.json
chaiml-02f4-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v2/nvidia/tokenizer_config.json
chaiml-02f4-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v2/nvidia/tokenizer.json
chaiml-02f4-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v2/nvidia/flywheel_model.1.safetensors
chaiml-02f4-6970-linear-w02-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-02f4-6970-linear-w02-v2/nvidia/flywheel_model.0.safetensors
chaiml-02f4-6970-linear-w02-v2-mkmlizer: 
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Job chaiml-02f4-6970-linear-w02-v2-mkmlizer completed after 453.62s with status: succeeded
Stopping job with name chaiml-02f4-6970-linear-w02-v2-mkmlizer
Pipeline stage MKMLizer completed in 454.25s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-02f4-6970-linear-w02-v2
Waiting for inference service chaiml-02f4-6970-linear-w02-v2 to be ready
Inference service chaiml-02f4-6970-linear-w02-v2 ready after 40.249924421310425s
Pipeline stage MKMLDeployer completed in 40.90s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1798884868621826s
Received healthy response to inference request in 2.1391918659210205s
Received healthy response to inference request in 2.5139715671539307s
Received healthy response to inference request in 2.0153286457061768s
Received healthy response to inference request in 1.7110967636108398s
5 requests
0 failed requests
5th percentile: 1.7719431400299073
10th percentile: 1.8327895164489747
20th percentile: 1.9544822692871093
30th percentile: 2.0401012897491455
40th percentile: 2.089646577835083
50th percentile: 2.1391918659210205
60th percentile: 2.1554705142974853
70th percentile: 2.17174916267395
80th percentile: 2.2467051029205325
90th percentile: 2.3803383350372314
95th percentile: 2.447154951095581
99th percentile: 2.5006082439422608
mean time: 2.11189546585083
Pipeline stage StressChecker completed in 12.41s
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 0.82s
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 0.84s
Shutdown handler de-registered
chaiml-02f4-6970-linear-w02_v2 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 2763.70s
Shutdown handler de-registered
chaiml-02f4-6970-linear-w02_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-02f4-6970-linear-w02_v2 status is now torndown due to DeploymentManager action