alexxi19-ft-v1-nemo-base-dpo

developer_uid: leosheng

submission_id: alexxi19-ft-v1-nemo-base-dpo_v6

model_name: alexxi19-ft-v1-nemo-base-dpo_v6

model_group: alexxi19/ft-v1-nemo-base

status: torndown

timestamp: 2025-02-22T08:04:03+00:00

num_battles: 9337

num_wins: 4234

celo_rating: 1241.96

family_friendly_score: 0.556

family_friendly_standard_error: 0.007026578114559035

submission_type: basic

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

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6013829106797296, 'latency_mean': 1.6627666306495668, 'latency_p50': 1.6679296493530273, 'latency_p90': 1.812455415725708}, {'batch_size': 3, 'throughput': 1.084620923803547, 'latency_mean': 2.75723561167717, 'latency_p50': 2.760333776473999, 'latency_p90': 3.008658790588379}, {'batch_size': 5, 'throughput': 1.3037785809771758, 'latency_mean': 3.813341977596283, 'latency_p50': 3.818466067314148, 'latency_p90': 4.283429026603699}, {'batch_size': 6, 'throughput': 1.366056144678128, 'latency_mean': 4.359259531497956, 'latency_p50': 4.379212498664856, 'latency_p90': 4.862807011604309}, {'batch_size': 8, 'throughput': 1.4099749912298953, 'latency_mean': 5.631902159452438, 'latency_p50': 5.630650043487549, 'latency_p90': 6.280063772201538}, {'batch_size': 10, 'throughput': 1.4719105271282313, 'latency_mean': 6.760598461627961, 'latency_p50': 6.744448184967041, 'latency_p90': 7.632519602775574}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: alexxi19-ft-v1-nemo-base-dpo_v6

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 1.29

us_pacific_date: 2025-02-22

win_ratio: 0.4534647102923851

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'], '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-base-dpo-v6-mkmlizer
Waiting for job on alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer to finish
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║     _____            __           __                                ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║       /___/                                                         ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  Version: 0.12.8                                                    ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  https://mk1.ai                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  belonging to:                                                      ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  Chai Research Corp.                                                ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ║                                                                     ║
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: Downloaded to shared memory in 41.657s
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp49bxly2u, device:0
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: quantized model in 36.920s
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: Processed model alexxi19/ft-v1-nemo-base-dpo in 78.577s
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: creating bucket guanaco-mkml-models
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v6
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v6/config.json
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v6/special_tokens_map.json
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v6/tokenizer_config.json
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v6/tokenizer.json
alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/alexxi19-ft-v1-nemo-base-dpo-v6/flywheel_model.0.safetensors
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Job alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer completed after 103.88s with status: succeeded
Stopping job with name alexxi19-ft-v1-nemo-base-dpo-v6-mkmlizer
Pipeline stage MKMLizer completed in 104.39s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service alexxi19-ft-v1-nemo-base-dpo-v6
Waiting for inference service alexxi19-ft-v1-nemo-base-dpo-v6 to be ready
Inference service alexxi19-ft-v1-nemo-base-dpo-v6 ready after 231.31398916244507s
Pipeline stage MKMLDeployer completed in 231.83s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.399596929550171s
Received healthy response to inference request in 1.4897496700286865s
Received healthy response to inference request in 1.5208406448364258s
Received healthy response to inference request in 1.8375351428985596s
Received healthy response to inference request in 1.7688448429107666s
5 requests
0 failed requests
5th percentile: 1.4959678649902344
10th percentile: 1.5021860599517822
20th percentile: 1.514622449874878
30th percentile: 1.570441484451294
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50th percentile: 1.7688448429107666
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90th percentile: 2.1747722148895265
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99th percentile: 2.3771144580841064
mean time: 1.8033134460449218
Pipeline stage StressChecker completed in 10.30s
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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 4556.27s
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alexxi19-ft-v1-nemo-base-dpo_v6 status is now inactive due to auto deactivation removed underperforming models
alexxi19-ft-v1-nemo-base-dpo_v6 status is now torndown due to DeploymentManager action