developer_uid: cloudyu
submission_id: cloudyu-nemo-dpo-v22_v12
model_name: cloudyu-nemo-dpo-v22_v1
model_group: cloudyu/Nemo-DPO-V22
status: inactive
timestamp: 2024-12-19T13:09:09+00:00
num_battles: 13501
num_wins: 6926
celo_rating: 1271.89
family_friendly_score: 0.5586
family_friendly_standard_error: 0.0070223363633480276
submission_type: basic
model_repo: cloudyu/Nemo-DPO-V22
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6132129251728369, 'latency_mean': 1.6306906843185425, 'latency_p50': 1.6305679082870483, 'latency_p90': 1.7968295574188233}, {'batch_size': 3, 'throughput': 1.139733003906073, 'latency_mean': 2.6251065623760224, 'latency_p50': 2.6162506341934204, 'latency_p90': 2.912279653549194}, {'batch_size': 5, 'throughput': 1.3752837147052186, 'latency_mean': 3.6162704062461852, 'latency_p50': 3.6272491216659546, 'latency_p90': 4.044199085235595}, {'batch_size': 6, 'throughput': 1.4389170253472319, 'latency_mean': 4.139471988677979, 'latency_p50': 4.163504123687744, 'latency_p90': 4.649230670928955}, {'batch_size': 8, 'throughput': 1.5030566799900917, 'latency_mean': 5.287422286272049, 'latency_p50': 5.313242793083191, 'latency_p90': 5.9521681547164915}, {'batch_size': 10, 'throughput': 1.5454742865581657, 'latency_mean': 6.432982286214829, 'latency_p50': 6.470974683761597, 'latency_p90': 7.136205768585205}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cloudyu-nemo-dpo-v22_v1
is_internal_developer: False
language_model: cloudyu/Nemo-DPO-V22
model_size: 13B
ranking_group: single
throughput_3p7s: 1.39
us_pacific_date: 2024-12-19
win_ratio: 0.5129990371083624
generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.01, '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-v22-v12-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v22-v12-mkmlizer to finish
cloudyu-nemo-dpo-v22-v12-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v12-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v22-v12-mkmlizer: Downloaded to shared memory in 31.341s
cloudyu-nemo-dpo-v22-v12-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpxr8rqvsa, device:0
cloudyu-nemo-dpo-v22-v12-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v22-v12-mkmlizer: quantized model in 36.279s
cloudyu-nemo-dpo-v22-v12-mkmlizer: Processed model cloudyu/Nemo-DPO-V22 in 67.621s
cloudyu-nemo-dpo-v22-v12-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v22-v12-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v22-v12-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v12
cloudyu-nemo-dpo-v22-v12-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v12/special_tokens_map.json
cloudyu-nemo-dpo-v22-v12-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v12/config.json
cloudyu-nemo-dpo-v22-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v12/tokenizer_config.json
cloudyu-nemo-dpo-v22-v12-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v12/tokenizer.json
cloudyu-nemo-dpo-v22-v12-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v12/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v22-v12-mkmlizer: 
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Job cloudyu-nemo-dpo-v22-v12-mkmlizer completed after 95.41s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v22-v12-mkmlizer
Pipeline stage MKMLizer completed in 96.01s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-nemo-dpo-v22-v12
Waiting for inference service cloudyu-nemo-dpo-v22-v12 to be ready
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Inference service cloudyu-nemo-dpo-v22-v12 ready after 240.82627940177917s
Pipeline stage MKMLDeployer completed in 241.39s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.380091905593872s
Received healthy response to inference request in 1.683377742767334s
Received healthy response to inference request in 2.7293813228607178s
Received healthy response to inference request in 1.8083996772766113s
Received healthy response to inference request in 1.9708750247955322s
5 requests
0 failed requests
5th percentile: 1.7083821296691895
10th percentile: 1.733386516571045
20th percentile: 1.7833952903747559
30th percentile: 1.8408947467803956
40th percentile: 1.9058848857879638
50th percentile: 1.9708750247955322
60th percentile: 2.2742775440216065
70th percentile: 2.5776800632476804
80th percentile: 2.8595234394073485
90th percentile: 3.1198076725006105
95th percentile: 3.2499497890472413
99th percentile: 3.354063482284546
mean time: 2.3144251346588134
Pipeline stage StressChecker completed in 12.85s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3333.11s
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cloudyu-nemo-dpo-v22_v12 status is now inactive due to auto deactivation removed underperforming models