chaiml-4d70-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-4d70-fd43-linear-w01_v9
model_name: test
model_group: ChaiML/4d70-fd43-linear-
status: torndown
timestamp: 2025-11-09T23:26:45+00:00
num_battles: 5473
num_wins: 2931
celo_rating: 1322.93
family_friendly_score: 0.5025999999999999
family_friendly_standard_error: 0.007070972210382389
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: 128
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.45983917541712876, 'latency_mean': 2.1745534455776214, 'latency_p50': 2.1753004789352417, 'latency_p90': 2.3091076374053956}, {'batch_size': 3, 'throughput': 0.9820514079762012, 'latency_mean': 3.04134046792984, 'latency_p50': 3.0425106287002563, 'latency_p90': 3.2082276582717895}, {'batch_size': 5, 'throughput': 1.2568126202792473, 'latency_mean': 3.967560091018677, 'latency_p50': 3.967498779296875, 'latency_p90': 4.371184778213501}, {'batch_size': 6, 'throughput': 1.3687609276840706, 'latency_mean': 4.352281612157822, 'latency_p50': 4.352372050285339, 'latency_p90': 4.77071168422699}, {'batch_size': 8, 'throughput': 1.4880307758373195, 'latency_mean': 5.347544850111007, 'latency_p50': 5.377193450927734, 'latency_p90': 5.802220869064331}, {'batch_size': 10, 'throughput': 1.5465420533689498, 'latency_mean': 6.426016573905945, 'latency_p50': 6.491513609886169, 'latency_p90': 7.076360106468201}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: test
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: 1.2
us_pacific_date: 2025-11-06
win_ratio: 0.5355380961081674
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': ['\n', '###', '<|im_end|>', '</s>', '<|im_start|>'], 'max_input_tokens': 1800, 'best_of': 8, 'max_output_tokens': 128}
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-v9-mkmlizer
Waiting for job on chaiml-4d70-fd43-linear-w01-v9-mkmlizer to finish
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║                                                                     ║
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chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  belonging to:                                                      ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ║                                                                     ║
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: Downloaded to shared memory in 25.825s
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: Checking if ChaiML/4d70-fd43-linear-w01 already exists in ChaiML
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpw6r6nype, device:0
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: quantized model in 147.052s
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: Processed model ChaiML/4d70-fd43-linear-w01 in 172.877s
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: creating bucket guanaco-mkml-models
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v9/nvidia/special_tokens_map.json
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v9/nvidia/tokenizer_config.json
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v9/nvidia/tokenizer.json
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-4d70-fd43-linear-w01-v9/nvidia/flywheel_model.0.safetensors
chaiml-4d70-fd43-linear-w01-v9-mkmlizer: 
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Job chaiml-4d70-fd43-linear-w01-v9-mkmlizer completed after 215.57s with status: succeeded
Stopping job with name chaiml-4d70-fd43-linear-w01-v9-mkmlizer
Pipeline stage MKMLizer completed in 216.23s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v9
Waiting for inference service chaiml-4d70-fd43-linear-w01-v9 to be ready
Inference service chaiml-4d70-fd43-linear-w01-v9 ready after 161.22218012809753s
Pipeline stage MKMLDeployer completed in 162.01s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.475998640060425s
Received healthy response to inference request in 2.210859537124634s
Received healthy response to inference request in 2.4287662506103516s
Received healthy response to inference request in 1.989051103591919s
Received healthy response to inference request in 2.0388121604919434s
5 requests
0 failed requests
5th percentile: 1.9990033149719237
10th percentile: 2.0089555263519285
20th percentile: 2.0288599491119386
30th percentile: 2.0732216358184816
40th percentile: 2.1420405864715577
50th percentile: 2.210859537124634
60th percentile: 2.298022222518921
70th percentile: 2.385184907913208
80th percentile: 2.4382127285003663
90th percentile: 2.4571056842803953
95th percentile: 2.46655216217041
99th percentile: 2.474109344482422
mean time: 2.2286975383758545
Pipeline stage StressChecker completed in 12.55s
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 0.67s
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 0.69s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v9 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 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-4d70-fd43-linear-w01-v9-profiler
Waiting for inference service chaiml-4d70-fd43-linear-w01-v9-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 2839.11s
Shutdown handler de-registered
chaiml-4d70-fd43-linear-w01_v9 status is now inactive due to auto deactivation removed underperforming models
chaiml-4d70-fd43-linear-w01_v9 status is now torndown due to DeploymentManager action