developer_uid: chai_backend_admin
submission_id: chaiml-nemo-20241010-ti_5991_v60
model_name: chaiml-nemo-20241010-ti_5991_v60
model_group: ChaiML/nemo-20241010_tie
status: torndown
timestamp: 2024-10-13T09:01:13+00:00
num_battles: 9613
num_wins: 4914
celo_rating: 1262.4
family_friendly_score: 0.5738767388231794
family_friendly_standard_error: 0.005193407617442364
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_v60
is_internal_developer: True
language_model: ChaiML/nemo-20241010_tier_merge_v4-albert
model_size: 13B
ranking_group: single
us_pacific_date: 2024-10-13
win_ratio: 0.5111827733277853
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-v60-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v60-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: Downloaded to shared memory in 28.269s
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmphzmi1bae, device:0
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: quantized model in 36.789s
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 65.058s
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v60
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v60/config.json
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v60/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v60/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v60/tokenizer.json
chaiml-nemo-20241010-ti-5991-v60-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v60/flywheel_model.0.safetensors
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Job chaiml-nemo-20241010-ti-5991-v60-mkmlizer completed after 94.32s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v60-mkmlizer
Pipeline stage MKMLizer completed in 94.90s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-ti-5991-v60
Waiting for inference service chaiml-nemo-20241010-ti-5991-v60 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 127.0.0.1:47234->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-nemo-20241010-ti-5991-v60 ready after 170.5830590724945s
Pipeline stage MKMLDeployer completed in 171.20s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.156445026397705s
Received healthy response to inference request in 1.8709030151367188s
Received healthy response to inference request in 1.5747981071472168s
Received healthy response to inference request in 1.388261079788208s
Received healthy response to inference request in 1.523606538772583s
5 requests
0 failed requests
5th percentile: 1.415330171585083
10th percentile: 1.442399263381958
20th percentile: 1.496537446975708
30th percentile: 1.5338448524475097
40th percentile: 1.5543214797973632
50th percentile: 1.5747981071472168
60th percentile: 1.6932400703430175
70th percentile: 1.8116820335388184
80th percentile: 1.928011417388916
90th percentile: 2.0422282218933105
95th percentile: 2.099336624145508
99th percentile: 2.1450233459472656
mean time: 1.7028027534484864
Pipeline stage StressChecker completed in 10.32s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v60 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v60 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v60 status is now torndown due to DeploymentManager action