cloudyu-nemo-dpo-v19

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v19_v13

model_name: cloudyu-nemo-dpo-v19_v1

model_group: cloudyu/Nemo-DPO-V19

status: inactive

timestamp: 2024-12-25T02:27:18+00:00

num_battles: 36514

num_wins: 18501

celo_rating: 1267.15

family_friendly_score: 0.5722

family_friendly_standard_error: 0.006996958767921961

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V19

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6051945093954727, 'latency_mean': 1.6522885167598724, 'latency_p50': 1.66875422000885, 'latency_p90': 1.8148642539978028}, {'batch_size': 3, 'throughput': 1.1231294809524566, 'latency_mean': 2.669360634088516, 'latency_p50': 2.6720651388168335, 'latency_p90': 2.9198203086853027}, {'batch_size': 5, 'throughput': 1.3514742312513268, 'latency_mean': 3.6835855734348297, 'latency_p50': 3.69381582736969, 'latency_p90': 4.1512819051742555}, {'batch_size': 6, 'throughput': 1.417371713632989, 'latency_mean': 4.20232929110527, 'latency_p50': 4.166179537773132, 'latency_p90': 4.816282773017883}, {'batch_size': 8, 'throughput': 1.4880030766579728, 'latency_mean': 5.344218488931656, 'latency_p50': 5.34827733039856, 'latency_p90': 6.033707189559936}, {'batch_size': 10, 'throughput': 1.541997338133448, 'latency_mean': 6.444107149839401, 'latency_p50': 6.431701183319092, 'latency_p90': 7.287079358100891}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v19_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V19

model_size: 13B

ranking_group: single

throughput_3p7s: 1.36

us_pacific_date: 2024-12-24

win_ratio: 0.5066823684066385

generation_params: {'temperature': 1.1, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, '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': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{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 cloudyu-nemo-dpo-v19-v13-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v19-v13-mkmlizer to finish
cloudyu-nemo-dpo-v19-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v19-v13-mkmlizer: Downloaded to shared memory in 56.794s
cloudyu-nemo-dpo-v19-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp022y6n3n, device:0
cloudyu-nemo-dpo-v19-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v19-v13-mkmlizer: quantized model in 38.670s
cloudyu-nemo-dpo-v19-v13-mkmlizer: Processed model cloudyu/Nemo-DPO-V19 in 95.464s
cloudyu-nemo-dpo-v19-v13-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v19-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v19-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v13
cloudyu-nemo-dpo-v19-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v13/config.json
cloudyu-nemo-dpo-v19-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v13/special_tokens_map.json
cloudyu-nemo-dpo-v19-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v13/tokenizer_config.json
cloudyu-nemo-dpo-v19-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v13/tokenizer.json
cloudyu-nemo-dpo-v19-v13-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v13/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v19-v13-mkmlizer: 
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Job cloudyu-nemo-dpo-v19-v13-mkmlizer completed after 134.43s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v19-v13-mkmlizer
Pipeline stage MKMLizer completed in 134.90s
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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 cloudyu-nemo-dpo-v19-v13
Waiting for inference service cloudyu-nemo-dpo-v19-v13 to be ready
Inference service cloudyu-nemo-dpo-v19-v13 ready after 281.2829089164734s
Pipeline stage MKMLDeployer completed in 281.79s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.7280125617980957s
Received healthy response to inference request in 2.1432852745056152s
Received healthy response to inference request in 1.6473207473754883s
Received healthy response to inference request in 1.8629798889160156s
Received healthy response to inference request in 1.7930724620819092s
5 requests
0 failed requests
5th percentile: 1.6764710903167725
10th percentile: 1.7056214332580566
20th percentile: 1.763922119140625
30th percentile: 1.8070539474487304
40th percentile: 1.835016918182373
50th percentile: 1.8629798889160156
60th percentile: 1.9751020431518556
70th percentile: 2.087224197387695
80th percentile: 2.2602307319641115
90th percentile: 2.4941216468811036
95th percentile: 2.6110671043395994
99th percentile: 2.7046234703063963
mean time: 2.0349341869354247
Pipeline stage StressChecker completed in 11.57s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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cloudyu-nemo-dpo-v19_v13 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3024.58s
Shutdown handler de-registered
cloudyu-nemo-dpo-v19_v13 status is now inactive due to auto deactivation removed underperforming models