chaiml-4d70-c13f-linear-w02

developer_uid: zonemercy
submission_id: chaiml-4d70-c13f-linear-w02_v3
model_name: chaiml-4d70-c13f-linear-w02_v3
model_group: ChaiML/4d70-c13f-linear-
status: torndown
timestamp: 2025-10-08T15:08:35+00:00
num_battles: 5173
num_wins: 3113
celo_rating: 1311.4
family_friendly_score: 0.5232
family_friendly_standard_error: 0.007063451847361883
submission_type: basic
model_repo: ChaiML/4d70-c13f-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': 0.7299360301992711, 'latency_mean': 1.3698885643482208, 'latency_p50': 1.3802926540374756, 'latency_p90': 1.4916292190551759}, {'batch_size': 4, 'throughput': 1.5988103243252625, 'latency_mean': 2.4911542558670043, 'latency_p50': 2.4852343797683716, 'latency_p90': 2.7420507669448853}, {'batch_size': 5, 'throughput': 1.7170563105834595, 'latency_mean': 2.8968638265132904, 'latency_p50': 2.907935857772827, 'latency_p90': 3.223138952255249}, {'batch_size': 8, 'throughput': 1.9778710333542004, 'latency_mean': 4.025904651880264, 'latency_p50': 4.0269776582717896, 'latency_p90': 4.547369432449341}, {'batch_size': 10, 'throughput': 2.044823195432697, 'latency_mean': 4.851972700357437, 'latency_p50': 4.898615121841431, 'latency_p90': 5.555199551582336}, {'batch_size': 12, 'throughput': 2.0958860952778826, 'latency_mean': 5.684887911081314, 'latency_p50': 5.7436734437942505, 'latency_p90': 6.399878025054932}, {'batch_size': 15, 'throughput': 2.1439763085808874, 'latency_mean': 6.906483159065247, 'latency_p50': 6.8870368003845215, 'latency_p90': 7.894324731826782}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-c13f-linear-w02_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-c13f-linear-w02
model_size: 13B
ranking_group: single
throughput_3p7s: 1.93
us_pacific_date: 2025-10-08
win_ratio: 0.6017784651072878
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_end|>', '<|im_start|>', '\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
Starting job with name chaiml-4d70-c13f-linear-w02-v3-mkmlizer
Waiting for job on chaiml-4d70-c13f-linear-w02-v3-mkmlizer to finish
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║                                                                     ║
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chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: Downloaded to shared memory in 31.070s
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: Checking if ChaiML/4d70-c13f-linear-w02 already exists in ChaiML
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp5k4as7d2, device:0
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: quantized model in 144.803s
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: Processed model ChaiML/4d70-c13f-linear-w02 in 175.873s
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v3/nvidia
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v3/nvidia/config.json
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v3/nvidia/special_tokens_map.json
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v3/nvidia/tokenizer_config.json
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v3/nvidia/tokenizer.json
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-4d70-c13f-linear-w02-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-c13f-linear-w02-v3/nvidia/flywheel_model.0.safetensors
chaiml-4d70-c13f-linear-w02-v3-mkmlizer: 
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Job chaiml-4d70-c13f-linear-w02-v3-mkmlizer completed after 237.36s with status: succeeded
Stopping job with name chaiml-4d70-c13f-linear-w02-v3-mkmlizer
Pipeline stage MKMLizer completed in 237.89s
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-4d70-c13f-linear-w02-v3
Waiting for inference service chaiml-4d70-c13f-linear-w02-v3 to be ready
Inference service chaiml-4d70-c13f-linear-w02-v3 ready after 60.38753366470337s
Pipeline stage MKMLDeployer completed in 61.26s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.6101562976837158s
Received healthy response to inference request in 1.2404215335845947s
Received healthy response to inference request in 1.743927240371704s
Received healthy response to inference request in 1.9430046081542969s
Received healthy response to inference request in 2.1600306034088135s
5 requests
0 failed requests
5th percentile: 1.314368486404419
10th percentile: 1.3883154392242432
20th percentile: 1.5362093448638916
30th percentile: 1.6369104862213135
40th percentile: 1.6904188632965087
50th percentile: 1.743927240371704
60th percentile: 1.8235581874847413
70th percentile: 1.9031891345977783
80th percentile: 1.9864098072052003
90th percentile: 2.073220205307007
95th percentile: 2.1166254043579102
99th percentile: 2.151349563598633
mean time: 1.739508056640625
Pipeline stage StressChecker completed in 10.29s
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 1.31s
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 0.62s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w02_v3 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('(\'http://chaiml-4d70-c13f-linear-w02-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict\', \'\\n<html><head>\\n<meta http-equiv="content-type" content="text/html;charset=utf-8">\\n<title>502 Server Error</title>\\n</head>\\n<body text=#000000 bgcolor=#ffffff>\\n<h1>Error: Server Error</h1>\\n<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>\\n<h2></h2>\\n</body></html>\\n\')')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('(\'http://chaiml-4d70-c13f-linear-w02-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict\', \'\\n<html><head>\\n<meta http-equiv="content-type" content="text/html;charset=utf-8">\\n<title>502 Server Error</title>\\n</head>\\n<body text=#000000 bgcolor=#ffffff>\\n<h1>Error: Server Error</h1>\\n<h2>The server encountered a temporary error and could not complete your request.<p>Please try again in 30 seconds.</h2>\\n<h2></h2>\\n</body></html>\\n\')')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3060.10s
Shutdown handler de-registered
chaiml-4d70-c13f-linear-w02_v3 status is now torndown due to DeploymentManager action