chaiml-nemo-20241017-lin_8860

developer_uid: azuruce
submission_id: chaiml-nemo-20241017-lin_8860_v1
model_name: chaiml-nemo-20241017-lin_8860_v1
model_group: ChaiML/nemo-20241017-lin
status: torndown
timestamp: 2024-10-18T15:54:44+00:00
num_battles: 5737
num_wins: 2869
celo_rating: 1253.82
family_friendly_score: 0.6043061335263253
family_friendly_standard_error: 0.006554587833930877
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_v1
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: 0.5000871535645808
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-v1-mkmlizer
Waiting for job on chaiml-nemo-20241017-lin-8860-v1-mkmlizer to finish
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ║                                                                     ║
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: Downloaded to shared memory in 46.660s
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8144s_g_, device:0
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: quantized model in 40.474s
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: Processed model ChaiML/nemo-20241017-linear-remerge_v2_5merge-albert in 87.134s
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v1
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v1/config.json
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v1/special_tokens_map.json
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v1/tokenizer_config.json
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v1/tokenizer.json
chaiml-nemo-20241017-lin-8860-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241017-lin-8860-v1/flywheel_model.0.safetensors
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Job chaiml-nemo-20241017-lin-8860-v1-mkmlizer completed after 124.93s with status: succeeded
Stopping job with name chaiml-nemo-20241017-lin-8860-v1-mkmlizer
Pipeline stage MKMLizer completed in 125.48s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241017-lin-8860-v1
Waiting for inference service chaiml-nemo-20241017-lin-8860-v1 to be ready
Failed to get response for submission chaiml-nemo-20241010-tie_5991_v2: ('http://chaiml-nemo-20241010-tie-5991-v2-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:34966->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-nemo-20241017-lin-8860-v1 ready after 170.60800504684448s
Pipeline stage MKMLDeployer completed in 171.17s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.077965021133423s
Received healthy response to inference request in 1.7808034420013428s
Received healthy response to inference request in 1.409888505935669s
Received healthy response to inference request in 1.7103557586669922s
Received healthy response to inference request in 1.40506911277771s
5 requests
0 failed requests
5th percentile: 1.4060329914093017
10th percentile: 1.4069968700408935
20th percentile: 1.4089246273040772
30th percentile: 1.4699819564819336
40th percentile: 1.5901688575744628
50th percentile: 1.7103557586669922
60th percentile: 1.7385348320007323
70th percentile: 1.7667139053344727
80th percentile: 1.8402357578277588
90th percentile: 1.9591003894805907
95th percentile: 2.0185327053070066
99th percentile: 2.0660785579681398
mean time: 1.6768163681030273
Pipeline stage StressChecker completed in 10.06s
Shutdown handler de-registered
chaiml-nemo-20241017-lin_8860_v1 status is now deployed due to DeploymentManager action
chaiml-nemo-20241017-lin_8860_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241017-lin_8860_v1 status is now torndown due to DeploymentManager action