alexxi19-ft-v1-nemo-bas_27407

developer_uid: leosheng

submission_id: alexxi19-ft-v1-nemo-bas_27407_v5

model_name: alexxi19-ft-v1-nemo-bas_27407_v5

model_group: alexxi19/ft-v1-nemo-base

status: torndown

timestamp: 2025-02-21T06:09:43+00:00

num_battles: 7855

num_wins: 3938

celo_rating: 1277.1

family_friendly_score: 0.5634

family_friendly_standard_error: 0.007013992301107837

submission_type: basic

model_repo: alexxi19/ft-v1-nemo-base-merge-v1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6031402808212746, 'latency_mean': 1.6579049980640412, 'latency_p50': 1.6561305522918701, 'latency_p90': 1.836449646949768}, {'batch_size': 3, 'throughput': 1.0883808804967237, 'latency_mean': 2.745482542514801, 'latency_p50': 2.7427213191986084, 'latency_p90': 3.0043109893798827}, {'batch_size': 5, 'throughput': 1.32607397864156, 'latency_mean': 3.7614359927177428, 'latency_p50': 3.75690758228302, 'latency_p90': 4.210804772377014}, {'batch_size': 6, 'throughput': 1.3828771922281868, 'latency_mean': 4.322675466537476, 'latency_p50': 4.341437458992004, 'latency_p90': 4.884828186035156}, {'batch_size': 8, 'throughput': 1.439620586079028, 'latency_mean': 5.515899169445038, 'latency_p50': 5.526565790176392, 'latency_p90': 6.235552263259887}, {'batch_size': 10, 'throughput': 1.4788847523626187, 'latency_mean': 6.706942145824432, 'latency_p50': 6.751428604125977, 'latency_p90': 7.52301299571991}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: alexxi19-ft-v1-nemo-bas_27407_v5

is_internal_developer: False

language_model: alexxi19/ft-v1-nemo-base-merge-v1

model_size: 13B

ranking_group: single

throughput_3p7s: 1.32

us_pacific_date: 2025-02-20

win_ratio: 0.5013367281985996

generation_params: {'temperature': 0.8, 'top_p': 0.8, 'min_p': 0.1, 'top_k': 60, 'presence_penalty': 0.7, 'frequency_penalty': 0.4, 'stopping_words': ['\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': 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 alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer to finish
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: Downloaded to shared memory in 112.238s
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmph7raqnda, device:0
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: quantized model in 37.875s
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: Processed model alexxi19/ft-v1-nemo-base-merge-v1 in 150.114s
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v5
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v5/config.json
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v5/special_tokens_map.json
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v5/tokenizer_config.json
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v5/tokenizer.json
alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v5/flywheel_model.0.safetensors
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Job alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer completed after 175.05s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-bas-27407-v5-mkmlizer
Pipeline stage MKMLizer completed in 175.55s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.18s
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Running pipeline stage MKMLDeployer
Creating inference service alexxi19-ft-v1-nemo-bas-27407-v5
Waiting for inference service alexxi19-ft-v1-nemo-bas-27407-v5 to be ready
Inference service alexxi19-ft-v1-nemo-bas-27407-v5 ready after 211.0703718662262s
Pipeline stage MKMLDeployer completed in 211.56s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.8376083374023438s
Received healthy response to inference request in 1.7957954406738281s
Received healthy response to inference request in 1.6756579875946045s
Received healthy response to inference request in 1.7409663200378418s
Received healthy response to inference request in 1.6388485431671143s
5 requests
0 failed requests
5th percentile: 1.6462104320526123
10th percentile: 1.6535723209381104
20th percentile: 1.6682960987091064
30th percentile: 1.6887196540832519
40th percentile: 1.7148429870605468
50th percentile: 1.7409663200378418
60th percentile: 1.7628979682922363
70th percentile: 1.7848296165466309
80th percentile: 2.0041580200195312
90th percentile: 2.4208831787109375
95th percentile: 2.6292457580566406
99th percentile: 2.7959358215332033
mean time: 1.9377753257751464
Pipeline stage StressChecker completed in 10.93s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3697.78s
Shutdown handler de-registered
alexxi19-ft-v1-nemo-bas_27407_v5 status is now inactive due to auto deactivation removed underperforming models
alexxi19-ft-v1-nemo-bas_27407_v5 status is now torndown due to DeploymentManager action