cloudyu-nemo-dpo-v22

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v22_v9

model_name: cloudyu-nemo-dpo-v22_v1

model_group: cloudyu/Nemo-DPO-V22

status: inactive

timestamp: 2024-12-19T11:32:08+00:00

num_battles: 16366

num_wins: 8496

celo_rating: 1277.09

family_friendly_score: 0.5662

family_friendly_standard_error: 0.007008816733229655

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': 0.613801182549492, 'latency_mean': 1.6291345536708832, 'latency_p50': 1.6131465435028076, 'latency_p90': 1.8054450750350952}, {'batch_size': 3, 'throughput': 1.1026773522414053, 'latency_mean': 2.7155385959148406, 'latency_p50': 2.726646900177002, 'latency_p90': 3.0052675724029543}, {'batch_size': 5, 'throughput': 1.3075619457426593, 'latency_mean': 3.806919742822647, 'latency_p50': 3.8432825803756714, 'latency_p90': 4.298455667495728}, {'batch_size': 6, 'throughput': 1.3748433940616986, 'latency_mean': 4.339555381536484, 'latency_p50': 4.35456919670105, 'latency_p90': 4.864085984230042}, {'batch_size': 8, 'throughput': 1.4341737920658564, 'latency_mean': 5.534240416288376, 'latency_p50': 5.573627471923828, 'latency_p90': 6.208909296989441}, {'batch_size': 10, 'throughput': 1.4731349669178555, 'latency_mean': 6.728190897703171, 'latency_p50': 6.695837497711182, 'latency_p90': 7.7026667356491085}]

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: 1.3

us_pacific_date: 2024-12-19

win_ratio: 0.5191250152755713

generation_params: {'temperature': 1.25, '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-v9-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v22-v9-mkmlizer to finish
cloudyu-nemo-dpo-v22-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v22-v9-mkmlizer: Downloaded to shared memory in 41.585s
cloudyu-nemo-dpo-v22-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0gsqax_m, device:0
cloudyu-nemo-dpo-v22-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v22-v9-mkmlizer: quantized model in 35.697s
cloudyu-nemo-dpo-v22-v9-mkmlizer: Processed model cloudyu/Nemo-DPO-V22 in 77.282s
cloudyu-nemo-dpo-v22-v9-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v22-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v22-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v9
cloudyu-nemo-dpo-v22-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v9/config.json
cloudyu-nemo-dpo-v22-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v9/special_tokens_map.json
cloudyu-nemo-dpo-v22-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v9/tokenizer_config.json
cloudyu-nemo-dpo-v22-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v9/tokenizer.json
cloudyu-nemo-dpo-v22-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v9/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v22-v9-mkmlizer: 
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Job cloudyu-nemo-dpo-v22-v9-mkmlizer completed after 105.18s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v22-v9-mkmlizer
Pipeline stage MKMLizer completed in 105.69s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Creating inference service cloudyu-nemo-dpo-v22-v9
Waiting for inference service cloudyu-nemo-dpo-v22-v9 to be ready
Inference service cloudyu-nemo-dpo-v22-v9 ready after 252.0884177684784s
Pipeline stage MKMLDeployer completed in 252.60s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0969557762145996s
Received healthy response to inference request in 1.5192253589630127s
Received healthy response to inference request in 1.6733927726745605s
Received healthy response to inference request in 1.864881992340088s
Received healthy response to inference request in 1.913693904876709s
5 requests
0 failed requests
5th percentile: 1.5500588417053223
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90th percentile: 2.0236510276794433
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mean time: 1.813629961013794
Pipeline stage StressChecker completed in 10.30s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3421.57s
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cloudyu-nemo-dpo-v22_v9 status is now inactive due to auto deactivation removed underperforming models