chaiml-nemo-20241010-ti_5991

developer_uid: chai_backend_admin

submission_id: chaiml-nemo-20241010-ti_5991_v86

model_name: chaiml-nemo-20241010-ti_5991_v86

model_group: ChaiML/nemo-20241010_tie

status: torndown

timestamp: 2024-10-14T00:00:45+00:00

num_battles: 9033

num_wins: 4665

celo_rating: 1263.78

family_friendly_score: 0.5785299532644101

family_friendly_standard_error: 0.0058335399741617135

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_v86

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: 0.516439721022916

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-v86-mkmlizer
Waiting for job on chaiml-nemo-20241010-ti-5991-v86-mkmlizer to finish
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║     _____            __           __                                ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║       /___/                                                         ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ║                                                                     ║
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: Downloaded to shared memory in 28.023s
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpwkc5nbct, device:0
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission sao10k-mn-12b-lyra-v4a1_v3: ('http://sao10k-mn-12b-lyra-v4a1-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"error":"ValueError : [TypeError(\\"\'numpy.int64\' object is not iterable\\"), TypeError(\'vars() argument must have __dict__ attribute\')]"}')
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: quantized model in 37.026s
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: Processed model ChaiML/nemo-20241010_tier_merge_v4-albert in 65.050s
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v86
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v86/config.json
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v86/special_tokens_map.json
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v86/tokenizer_config.json
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v86/tokenizer.json
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-20241010-ti-5991-v86/flywheel_model.0.safetensors
chaiml-nemo-20241010-ti-5991-v86-mkmlizer: 
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Job chaiml-nemo-20241010-ti-5991-v86-mkmlizer completed after 93.62s with status: succeeded
Stopping job with name chaiml-nemo-20241010-ti-5991-v86-mkmlizer
Pipeline stage MKMLizer completed in 94.16s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-20241010-ti-5991-v86
Waiting for inference service chaiml-nemo-20241010-ti-5991-v86 to be ready
Inference service chaiml-nemo-20241010-ti-5991-v86 ready after 180.84419083595276s
Pipeline stage MKMLDeployer completed in 181.40s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.9108521938323975s
Received healthy response to inference request in 1.474323034286499s
Received healthy response to inference request in 1.3666517734527588s
Received healthy response to inference request in 1.3492457866668701s
Received healthy response to inference request in 1.3796422481536865s
5 requests
0 failed requests
5th percentile: 1.352726984024048
10th percentile: 1.3562081813812257
20th percentile: 1.363170576095581
30th percentile: 1.3692498683929444
40th percentile: 1.3744460582733153
50th percentile: 1.3796422481536865
60th percentile: 1.4175145626068115
70th percentile: 1.4553868770599365
80th percentile: 1.5616288661956788
90th percentile: 1.7362405300140382
95th percentile: 1.8235463619232177
99th percentile: 1.8933910274505614
mean time: 1.4961430072784423
Pipeline stage StressChecker completed in 8.97s
Shutdown handler de-registered
chaiml-nemo-20241010-ti_5991_v86 status is now deployed due to DeploymentManager action
chaiml-nemo-20241010-ti_5991_v86 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-20241010-ti_5991_v86 status is now torndown due to DeploymentManager action