chaiml-nemo-20241017-lin_8860

developer_uid: azuruce
submission_id: chaiml-nemo-20241017-lin_8860_v2
model_name: chaiml-nemo-20241017-lin_8860_v2
model_group: ChaiML/nemo-20241017-lin
status: torndown
timestamp: 2024-10-18T16:01:07+00:00
num_battles: 8523
num_wins: 4139
celo_rating: 1241.42
family_friendly_score: 0.6002940816076461
family_friendly_standard_error: 0.005396301367905238
submission_type: basic
model_repo: ChaiML/nemo-20241017-linear-remerge_v2_5merge-albert
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
display_name: chaiml-nemo-20241017-lin_8860_v2
is_internal_developer: True
language_model: ChaiML/nemo-20241017-linear-remerge_v2_5merge-albert
model_size: 13B
ranking_group: single
us_pacific_date: 2024-10-18
win_ratio: 0.4856271265986155
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>', '<|end_of_text|>', 'You:'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '### Response:\n{bot_name}:', 'truncate_by_message': False}
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-nemo-20241017-lin-8860-v2-mkmlizer
Waiting for job on chaiml-nemo-20241017-lin-8860-v2-mkmlizer to finish
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: Downloaded to shared memory in 36.374s
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpfql4jlnb, device:0
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: quantized model in 38.429s
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: Processed model ChaiML/nemo-20241017-linear-remerge_v2_5merge-albert in 74.804s
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v2
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v2/config.json
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v2/special_tokens_map.json
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v2/tokenizer_config.json
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v2/tokenizer.json
chaiml-nemo-20241017-lin-8860-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v2/flywheel_model.0.safetensors
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Job chaiml-nemo-20241017-lin-8860-v2-mkmlizer completed after 124.85s with status: succeeded
Stopping job with name chaiml-nemo-20241017-lin-8860-v2-mkmlizer
Pipeline stage MKMLizer completed in 125.37s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241017-lin-8860-v2
Waiting for inference service chaiml-nemo-20241017-lin-8860-v2 to be ready
Inference service chaiml-nemo-20241017-lin-8860-v2 ready after 170.6657588481903s
Pipeline stage MKMLDeployer completed in 171.16s
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Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 1.9307630062103271s
Received healthy response to inference request in 1.5665647983551025s
Received healthy response to inference request in 1.3859710693359375s
Received healthy response to inference request in 1.5376403331756592s
5 requests
1 failed requests
5th percentile: 1.416304922103882
10th percentile: 1.4466387748718261
20th percentile: 1.5073064804077148
30th percentile: 1.5434252262115478
40th percentile: 1.5549950122833252
50th percentile: 1.5665647983551025
60th percentile: 1.7122440814971924
70th percentile: 1.857923364639282
80th percentile: 5.577916574478152
90th percentile: 12.872223711013795
95th percentile: 16.519377279281613
99th percentile: 19.437100133895875
mean time: 5.317494010925293
%s, retrying in %s seconds...
Received healthy response to inference request in 1.54404616355896s
Received healthy response to inference request in 2.3214244842529297s
Received healthy response to inference request in 1.4206111431121826s
Received healthy response to inference request in 1.6467256546020508s
Received healthy response to inference request in 1.3820133209228516s
5 requests
0 failed requests
5th percentile: 1.3897328853607178
10th percentile: 1.397452449798584
20th percentile: 1.4128915786743164
30th percentile: 1.445298147201538
40th percentile: 1.4946721553802491
50th percentile: 1.54404616355896
60th percentile: 1.5851179599761962
70th percentile: 1.6261897563934327
80th percentile: 1.7816654205322267
90th percentile: 2.051544952392578
95th percentile: 2.186484718322754
99th percentile: 2.2944365310668946
mean time: 1.662964153289795
Pipeline stage StressChecker completed in 38.04s
Shutdown handler de-registered
chaiml-nemo-20241017-lin_8860_v2 status is now deployed due to DeploymentManager action
chaiml-nemo-20241017-lin_8860_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241017-lin_8860_v2 status is now torndown due to DeploymentManager action