cgato-nemo-12b-thespice_1853

developer_uid: c.gato

submission_id: cgato-nemo-12b-thespice_1853_v18

model_name: cgato-nemo-12b-thespice_1853_v18

model_group: cgato/Nemo-12b-TheSpice-

status: inactive

timestamp: 2024-11-18T16:25:55+00:00

num_battles: 16116

num_wins: 8330

celo_rating: 1262.33

family_friendly_score: 0.5694

family_friendly_standard_error: 0.00700262293715719

submission_type: basic

model_repo: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k

model_architecture: MistralForCausalLM

model_num_parameters: 12772121600.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6161602484329662, 'latency_mean': 1.6228617012500763, 'latency_p50': 1.6210765838623047, 'latency_p90': 1.8056421041488646}, {'batch_size': 3, 'throughput': 1.1368003342525337, 'latency_mean': 2.627640517950058, 'latency_p50': 2.607028841972351, 'latency_p90': 2.9603974342346193}, {'batch_size': 5, 'throughput': 1.3733199060932713, 'latency_mean': 3.6229947197437284, 'latency_p50': 3.6204986572265625, 'latency_p90': 4.025377249717712}, {'batch_size': 6, 'throughput': 1.4364382149934989, 'latency_mean': 4.150080285072327, 'latency_p50': 4.135499835014343, 'latency_p90': 4.594747257232666}, {'batch_size': 8, 'throughput': 1.5237080655000796, 'latency_mean': 5.213136471509934, 'latency_p50': 5.174551844596863, 'latency_p90': 5.936189532279968}, {'batch_size': 10, 'throughput': 1.570783262932496, 'latency_mean': 6.314260691404343, 'latency_p50': 6.246265172958374, 'latency_p90': 7.157046937942504}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-thespice_1853_v18

is_internal_developer: False

language_model: cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k

model_size: 13B

ranking_group: single

throughput_3p7s: 1.39

us_pacific_date: 2024-11-18

win_ratio: 0.5168776371308017

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', 'You:', '\n\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}

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 cgato-nemo-12b-thespice-1853-v18-mkmlizer
Waiting for job on cgato-nemo-12b-thespice-1853-v18-mkmlizer to finish
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ║                                                                     ║
cgato-nemo-12b-thespice-1853-v18-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
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cgato-nemo-12b-thespice-1853-v18-mkmlizer: Downloaded to shared memory in 48.431s
cgato-nemo-12b-thespice-1853-v18-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpv5k56vvd, device:0
cgato-nemo-12b-thespice-1853-v18-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-thespice-1853-v18-mkmlizer: quantized model in 36.523s
cgato-nemo-12b-thespice-1853-v18-mkmlizer: Processed model cgato/Nemo-12b-TheSpice-V0.9-All-v2-KTO-v0.3-Small-2k in 84.954s
cgato-nemo-12b-thespice-1853-v18-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-thespice-1853-v18-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-thespice-1853-v18-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v18
cgato-nemo-12b-thespice-1853-v18-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v18/config.json
cgato-nemo-12b-thespice-1853-v18-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v18/special_tokens_map.json
cgato-nemo-12b-thespice-1853-v18-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-thespice-1853-v18/flywheel_model.0.safetensors
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Job cgato-nemo-12b-thespice-1853-v18-mkmlizer completed after 104.23s with status: succeeded
Stopping job with name cgato-nemo-12b-thespice-1853-v18-mkmlizer
Pipeline stage MKMLizer completed in 104.81s
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Creating inference service cgato-nemo-12b-thespice-1853-v18
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Inference service cgato-nemo-12b-thespice-1853-v18 ready after 210.7561800479889s
Pipeline stage MKMLDeployer completed in 211.32s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.455421209335327s
Received healthy response to inference request in 1.8564040660858154s
Received healthy response to inference request in 1.7243545055389404s
Received healthy response to inference request in 1.5016703605651855s
Received healthy response to inference request in 1.3076398372650146s
5 requests
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5th percentile: 1.3464459419250487
10th percentile: 1.385252046585083
20th percentile: 1.4628642559051515
30th percentile: 1.5462071895599365
40th percentile: 1.6352808475494385
50th percentile: 1.7243545055389404
60th percentile: 1.7771743297576905
70th percentile: 1.8299941539764404
80th percentile: 1.9762074947357178
90th percentile: 2.2158143520355225
95th percentile: 2.335617780685425
99th percentile: 2.4314605236053466
mean time: 1.7690979957580566
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