developer_uid: chai_backend_admin
submission_id: chaiml-nemo-20241010-ti_5991_v81
model_name: chaiml-nemo-20241010-ti_5991_v81
model_group: ChaiML/nemo-20241010_tie
status: torndown
timestamp: 2024-10-13T22:00:59+00:00
num_battles: 10577
num_wins: 5550
celo_rating: 1266.9
family_friendly_score: 0.5843196762771876
family_friendly_standard_error: 0.004931925390892957
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_v81
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: 0.5247234565566796
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-v81-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v81-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: Downloaded to shared memory in 28.861s
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp8nnlniy8, device:0
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: quantized model in 35.304s
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 64.164s
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v81
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v81/config.json
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v81/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v81/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v81/tokenizer.json
chaiml-nemo-20241010-ti-5991-v81-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v81/flywheel_model.0.safetensors
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Job chaiml-nemo-20241010-ti-5991-v81-mkmlizer completed after 94.23s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v81-mkmlizer
Pipeline stage MKMLizer completed in 94.77s
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-20241010-ti-5991-v81
Waiting for inference service chaiml-nemo-20241010-ti-5991-v81 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 127.0.0.1:35186->127.0.0.1:8080: read: connection reset by peer\n')
Inference service chaiml-nemo-20241010-ti-5991-v81 ready after 170.65062999725342s
Pipeline stage MKMLDeployer completed in 171.21s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.021669626235962s
Received healthy response to inference request in 1.460909366607666s
Received healthy response to inference request in 2.4646661281585693s
Received healthy response to inference request in 1.3402225971221924s
Received healthy response to inference request in 1.3176043033599854s
5 requests
0 failed requests
5th percentile: 1.3221279621124267
10th percentile: 1.3266516208648682
20th percentile: 1.335698938369751
30th percentile: 1.3643599510192872
40th percentile: 1.4126346588134766
50th percentile: 1.460909366607666
60th percentile: 1.6852134704589843
70th percentile: 1.9095175743103026
80th percentile: 2.1102689266204835
90th percentile: 2.287467527389526
95th percentile: 2.3760668277740478
99th percentile: 2.446946268081665
mean time: 1.721014404296875
Pipeline stage StressChecker completed in 10.00s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v81 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v81 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v81 status is now torndown due to DeploymentManager action