chaiml-2fe5-fd43-linear-w01

developer_uid: zonemercy
submission_id: chaiml-2fe5-fd43-linear-w01_v1
model_name: chaiml-2fe5-fd43-linear-w01_v1
model_group: ChaiML/2fe5-fd43-linear-
status: torndown
timestamp: 2025-10-06T18:49:05+00:00
num_battles: 5664
num_wins: 2864
celo_rating: 1290.7
family_friendly_score: 0.5392
family_friendly_standard_error: 0.0070493029442633545
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': 0.919511731164552, 'latency_mean': 1.0874301421642303, 'latency_p50': 1.0816422700881958, 'latency_p90': 1.2013996362686157}, {'batch_size': 5, 'throughput': 2.475129349476695, 'latency_mean': 2.0111116087436676, 'latency_p50': 2.0084608793258667, 'latency_p90': 2.2613871812820436}, {'batch_size': 10, 'throughput': 3.1239163280853814, 'latency_mean': 3.1780544829368593, 'latency_p50': 3.203763723373413, 'latency_p90': 3.659200096130371}, {'batch_size': 15, 'throughput': 3.3460840556685967, 'latency_mean': 4.433826205730438, 'latency_p50': 4.461118817329407, 'latency_p90': 5.077906799316406}, {'batch_size': 20, 'throughput': 3.3562823377100743, 'latency_mean': 5.845973511934281, 'latency_p50': 5.8660808801651, 'latency_p90': 6.719539713859557}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-2fe5-fd43-linear-w01_v1
ineligible_reason: num_battles<10000
is_internal_developer: True
language_model: ChaiML/2fe5-fd43-linear-w01
model_size: 13B
ranking_group: single
throughput_3p7s: 3.26
us_pacific_date: 2025-10-06
win_ratio: 0.5056497175141242
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': ['\n', 'You:', 'Bot:', '<|eot_id|>', '<|im_end|>', '</s>', '####', 'User:'], '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-v1-mkmlizer
Waiting for job on chaiml-2fe5-fd43-linear-w01-v1-mkmlizer to finish
Stopping job with name chaiml-2fe5-fd43-linear-w01-v1-mkmlizer
%s, retrying in %s seconds...
Starting job with name chaiml-2fe5-fd43-linear-w01-v1-mkmlizer
Waiting for job on chaiml-2fe5-fd43-linear-w01-v1-mkmlizer to finish
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║                                                                     ║
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chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ║                                                                     ║
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: Downloaded to shared memory in 36.703s
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: Checking if ChaiML/2fe5-fd43-linear-w01 already exists in ChaiML
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp1dd97ifh, device:0
chaiml-2fe5-fd43-linear-w01-v1-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-2fe5-fd43-linear-w01-v1-mkmlizer: quantized model in 144.228s
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: Processed model ChaiML/2fe5-fd43-linear-w01 in 180.931s
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v1/nvidia
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v1/nvidia/config.json
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v1/nvidia/special_tokens_map.json
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v1/nvidia/tokenizer_config.json
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v1/nvidia/tokenizer.json
chaiml-2fe5-fd43-linear-w01-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-2fe5-fd43-linear-w01-v1/nvidia/flywheel_model.0.safetensors
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Job chaiml-2fe5-fd43-linear-w01-v1-mkmlizer completed after 258.33s with status: succeeded
Stopping job with name chaiml-2fe5-fd43-linear-w01-v1-mkmlizer
Pipeline stage MKMLizer completed in 279.73s
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-v1
Waiting for inference service chaiml-2fe5-fd43-linear-w01-v1 to be ready
Inference service chaiml-2fe5-fd43-linear-w01-v1 ready after 50.31413698196411s
Pipeline stage MKMLDeployer completed in 51.54s
run pipeline stage %s
Running pipeline stage StressChecker
('Connection aborted.', ConnectionResetError(104, 'Connection reset by peer'))
Received unhealthy response to inference request!
Received healthy response to inference request in 1.42750883102417s
Received healthy response to inference request in 1.1286630630493164s
Received healthy response to inference request in 1.224851369857788s
Received healthy response to inference request in 1.0636606216430664s
5 requests
1 failed requests
5th percentile: 0.3164644241333008
10th percentile: 0.5032634735107422
20th percentile: 0.876861572265625
30th percentile: 1.0766611099243164
40th percentile: 1.1026620864868164
50th percentile: 1.1286630630493164
60th percentile: 1.1671383857727051
70th percentile: 1.2056137084960938
80th percentile: 1.2653828620910645
90th percentile: 1.3464458465576172
95th percentile: 1.3869773387908935
99th percentile: 1.4194025325775146
mean time: 0.9948698520660401
%s, retrying in %s seconds...
Received healthy response to inference request in 1.0964958667755127s
Received healthy response to inference request in 1.1438398361206055s
Received healthy response to inference request in 1.5840163230895996s
Received healthy response to inference request in 1.4057140350341797s
Received healthy response to inference request in 1.2076952457427979s
5 requests
0 failed requests
5th percentile: 1.1059646606445312
10th percentile: 1.1154334545135498
20th percentile: 1.134371042251587
30th percentile: 1.156610918045044
40th percentile: 1.182153081893921
50th percentile: 1.2076952457427979
60th percentile: 1.2869027614593507
70th percentile: 1.3661102771759033
80th percentile: 1.4413744926452636
90th percentile: 1.5126954078674317
95th percentile: 1.5483558654785157
99th percentile: 1.5768842315673828
mean time: 1.287552261352539
Pipeline stage StressChecker completed in 14.28s
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 0.77s
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 0.78s
Shutdown handler de-registered
chaiml-2fe5-fd43-linear-w01_v1 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-2fe5-fd43-linear-w01-v1-profiler
Waiting for inference service chaiml-2fe5-fd43-linear-w01-v1-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 2084.94s
Shutdown handler de-registered
chaiml-2fe5-fd43-linear-w01_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-2fe5-fd43-linear-w01_v1 status is now torndown due to DeploymentManager action