chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v3
model_name: chaiml-4d70-fd43-linear-w01_v3
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-10-08T15:08:55+00:00
num_battles: 5367
num_wins: 3209
celo_rating: 1312.52
family_friendly_score: 0.513
family_friendly_standard_error: 0.007068677386894949
submission_type: basic
model_repo: ChaiML/4d70-fd43-linear-w01
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': 0.7273867478465552, 'latency_mean': 1.3746659123897553, 'latency_p50': 1.3792630434036255, 'latency_p90': 1.5060684442520142}, {'batch_size': 4, 'throughput': 1.6033612272608948, 'latency_mean': 2.4913048434257505, 'latency_p50': 2.4954344034194946, 'latency_p90': 2.787834811210632}, {'batch_size': 5, 'throughput': 1.7314925255246496, 'latency_mean': 2.878128128051758, 'latency_p50': 2.8771018981933594, 'latency_p90': 3.1731515645980832}, {'batch_size': 8, 'throughput': 1.9831913358484987, 'latency_mean': 4.011966676712036, 'latency_p50': 4.0157212018966675, 'latency_p90': 4.616578006744384}, {'batch_size': 10, 'throughput': 2.051269857364989, 'latency_mean': 4.8364011561870575, 'latency_p50': 4.824540376663208, 'latency_p90': 5.564877843856811}, {'batch_size': 12, 'throughput': 2.105345790016802, 'latency_mean': 5.6430256402492525, 'latency_p50': 5.702744364738464, 'latency_p90': 6.29950361251831}, {'batch_size': 15, 'throughput': 2.148465157635176, 'latency_mean': 6.91091801404953, 'latency_p50': 6.8840214014053345, 'latency_p90': 7.834967255592346}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-4d70-fd43-linear-w01_v3
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/4d70-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 1.94
us_pacific_date: 2025-10-08
win_ratio: 0.5979131730948388
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|>', '\n', '</s>', '<|im_end|>'], '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-fd43-linear-w01-v3-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v3-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: Downloaded to shared memory in 29.844s
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpgfuoueu0, device:0
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: quantized model in 145.138s
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 174.982s
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v3/nvidia
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v3/nvidia/config.json
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v3/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v3/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v3/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v3/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v3-mkmlizer: 
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Job chaiml-4d70-fd43-linear-w01-v3-mkmlizer completed after 218.84s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v3-mkmlizer
Pipeline stage MKMLizer completed in 219.43s
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-fd43-linear-w01-v3
Waiting for inference service chaiml-4d70-fd43-linear-w01-v3 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v3 ready after 60.351041078567505s
Pipeline stage MKMLDeployer completed in 61.09s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.9279627799987793s
Received healthy response to inference request in 1.3201372623443604s
Received healthy response to inference request in 1.6128857135772705s
Received healthy response to inference request in 1.2123513221740723s
Received healthy response to inference request in 1.218280553817749s
5 requests
0 failed requests
5th percentile: 1.2135371685028076
10th percentile: 1.2147230148315429
20th percentile: 1.2170947074890137
30th percentile: 1.2386518955230712
40th percentile: 1.2793945789337158
50th percentile: 1.3201372623443604
60th percentile: 1.4372366428375245
70th percentile: 1.5543360233306884
80th percentile: 1.6759011268615722
90th percentile: 1.8019319534301759
95th percentile: 1.8649473667144776
99th percentile: 1.915359697341919
mean time: 1.4583235263824463
Pipeline stage StressChecker completed in 8.59s
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 1.27s
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 0.77s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_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('None: None')
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-fd43-linear-w01-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
Pipeline stage OfflineFamilyFriendlyScorer completed in 2232.73s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v3 status is now torndown due to DeploymentManager action