alexxi19-ft-v1-nemo-bas_27407

developer_uid: leosheng

submission_id: alexxi19-ft-v1-nemo-bas_27407_v7

model_name: alexxi19-ft-v1-nemo-bas_27407_v7

model_group: alexxi19/ft-v1-nemo-base

status: torndown

timestamp: 2025-02-21T07:47:26+00:00

num_battles: 7266

num_wins: 3575

celo_rating: 1261.9

family_friendly_score: 0.5589999999999999

family_friendly_standard_error: 0.007021666468866205

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': 0.6026762149255795, 'latency_mean': 1.6591849493980408, 'latency_p50': 1.6709867715835571, 'latency_p90': 1.8268613338470459}, {'batch_size': 3, 'throughput': 1.1008996262422692, 'latency_mean': 2.713569107055664, 'latency_p50': 2.704772710800171, 'latency_p90': 3.012776732444763}, {'batch_size': 5, 'throughput': 1.3425279676375497, 'latency_mean': 3.6997649013996123, 'latency_p50': 3.7189184427261353, 'latency_p90': 4.126203465461731}, {'batch_size': 6, 'throughput': 1.4014094982592415, 'latency_mean': 4.271028561592102, 'latency_p50': 4.231679558753967, 'latency_p90': 4.750743794441223}, {'batch_size': 8, 'throughput': 1.4724203828044309, 'latency_mean': 5.395238817930221, 'latency_p50': 5.392149448394775, 'latency_p90': 6.1658323287963865}, {'batch_size': 10, 'throughput': 1.4979636599355521, 'latency_mean': 6.618205522298813, 'latency_p50': 6.6078397035598755, 'latency_p90': 7.475529313087463}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: alexxi19-ft-v1-nemo-bas_27407_v7

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 1.35

us_pacific_date: 2025-02-20

win_ratio: 0.49201761629507296

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-v7-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer to finish
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: Downloaded to shared memory in 180.122s
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmphce_tnol, device:0
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: quantized model in 36.199s
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: Processed model alexxi19/ft-v1-nemo-base-merge-v1 in 216.321s
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v7
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v7/config.json
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v7/special_tokens_map.json
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v7/tokenizer_config.json
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v7/tokenizer.json
alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-bas-27407-v7/flywheel_model.0.safetensors
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Job alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer completed after 247.28s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-bas-27407-v7-mkmlizer
Pipeline stage MKMLizer completed in 247.75s
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Running pipeline stage MKMLTemplater
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Creating inference service alexxi19-ft-v1-nemo-bas-27407-v7
Waiting for inference service alexxi19-ft-v1-nemo-bas-27407-v7 to be ready
Inference service alexxi19-ft-v1-nemo-bas-27407-v7 ready after 221.14929151535034s
Pipeline stage MKMLDeployer completed in 221.65s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.5478498935699463s
Received healthy response to inference request in 1.7174742221832275s
Received healthy response to inference request in 1.626546859741211s
Received healthy response to inference request in 1.8510735034942627s
Received healthy response to inference request in 1.631751298904419s
5 requests
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5th percentile: 1.6275877475738525
10th percentile: 1.628628635406494
20th percentile: 1.6307104110717774
30th percentile: 1.6488958835601806
40th percentile: 1.683185052871704
50th percentile: 1.7174742221832275
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70th percentile: 1.8243536472320556
80th percentile: 1.9904287815093995
90th percentile: 2.2691393375396727
95th percentile: 2.4084946155548095
99th percentile: 2.519978837966919
mean time: 1.8749391555786132
Pipeline stage StressChecker completed in 10.66s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2653.34s
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alexxi19-ft-v1-nemo-bas_27407_v7 status is now inactive due to auto deactivation removed underperforming models
alexxi19-ft-v1-nemo-bas_27407_v7 status is now torndown due to DeploymentManager action