chaiml-nemo-20241010-ti_5991

developer_uid: chai_backend_admin
submission_id: chaiml-nemo-20241010-ti_5991_v31
model_name: chaiml-nemo-20241010-ti_5991_v31
model_group: ChaiML/nemo-20241010_tie
status: torndown
timestamp: 2024-10-12T16:00:32+00:00
num_battles: 7765
num_wins: 4149
celo_rating: 1261.52
family_friendly_score: 0.574972091984818
family_friendly_standard_error: 0.005699325268596271
submission_type: basic
model_repo: ChaiML/nemo-20241010_tier_merge_v4-albert
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 4
max_input_tokens: 1024
max_output_tokens: 64
display_name: chaiml-nemo-20241010-ti_5991_v31
is_internal_developer: True
language_model: ChaiML/nemo-20241010_tier_merge_v4-albert
model_size: 13B
ranking_group: single
us_pacific_date: 2024-10-12
win_ratio: 0.5343206696716033
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-20241010-ti-5991-v31-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v31-mkmlizer to finish
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: Downloaded to shared memory in 38.175s
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpd6hfakkn, device:0
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: quantized model in 37.548s
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 75.724s
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v31
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v31/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v31/config.json
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v31/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v31/tokenizer.json
chaiml-nemo-20241010-ti-5991-v31-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v31/flywheel_model.0.safetensors
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Job chaiml-nemo-20241010-ti-5991-v31-mkmlizer completed after 104.71s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v31-mkmlizer
Pipeline stage MKMLizer completed in 105.31s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-ti-5991-v31
Waiting for inference service chaiml-nemo-20241010-ti-5991-v31 to be ready
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Inference service chaiml-nemo-20241010-ti-5991-v31 ready after 160.6132457256317s
Pipeline stage MKMLDeployer completed in 161.06s
run pipeline stage %s
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 1.76137113571167s
Received healthy response to inference request in 1.587934970855713s
Received healthy response to inference request in 1.449343204498291s
Received healthy response to inference request in 1.4911015033721924s
5 requests
1 failed requests
5th percentile: 1.4576948642730714
10th percentile: 1.4660465240478515
20th percentile: 1.482749843597412
30th percentile: 1.5104681968688964
40th percentile: 1.5492015838623048
50th percentile: 1.587934970855713
60th percentile: 1.6573094367980956
70th percentile: 1.7266839027404786
80th percentile: 5.4417835235595735
90th percentile: 12.802608299255372
95th percentile: 16.48302068710327
99th percentile: 19.42735059738159
mean time: 5.290636777877808
%s, retrying in %s seconds...
Received healthy response to inference request in 1.7871198654174805s
Received healthy response to inference request in 1.5035429000854492s
Received healthy response to inference request in 1.838454246520996s
Received healthy response to inference request in 1.6726007461547852s
Received healthy response to inference request in 1.705505609512329s
5 requests
0 failed requests
5th percentile: 1.5373544692993164
10th percentile: 1.5711660385131836
20th percentile: 1.638789176940918
30th percentile: 1.6791817188262939
40th percentile: 1.6923436641693115
50th percentile: 1.705505609512329
60th percentile: 1.7381513118743896
70th percentile: 1.7707970142364502
80th percentile: 1.7973867416381837
90th percentile: 1.8179204940795899
95th percentile: 1.8281873703002929
99th percentile: 1.8364008712768554
mean time: 1.701444673538208
Pipeline stage StressChecker completed in 38.09s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v31 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v31 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v31 status is now torndown due to DeploymentManager action