cloudyu-nemo-dpo-v19

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v19_v9

model_name: cloudyu-nemo-dpo-v19_v1

model_group: cloudyu/Nemo-DPO-V19

status: inactive

timestamp: 2024-12-16T23:53:19+00:00

num_battles: 13701

num_wins: 7177

celo_rating: 1280.4

family_friendly_score: 0.5664

family_friendly_standard_error: 0.007008438342455472

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': 0.6131165015265191, 'latency_mean': 1.6309235990047455, 'latency_p50': 1.6238155364990234, 'latency_p90': 1.8004628658294677}, {'batch_size': 3, 'throughput': 1.1243394478535425, 'latency_mean': 2.6632580196857454, 'latency_p50': 2.6424885988235474, 'latency_p90': 2.921628403663635}, {'batch_size': 5, 'throughput': 1.3722004259424754, 'latency_mean': 3.6250271344184877, 'latency_p50': 3.6375900506973267, 'latency_p90': 4.0755891561508175}, {'batch_size': 6, 'throughput': 1.4346001579785947, 'latency_mean': 4.159760608673095, 'latency_p50': 4.189114332199097, 'latency_p90': 4.632054710388184}, {'batch_size': 8, 'throughput': 1.4937406900829673, 'latency_mean': 5.330408939123154, 'latency_p50': 5.3552563190460205, 'latency_p90': 5.986844754219055}, {'batch_size': 10, 'throughput': 1.533190234252441, 'latency_mean': 6.483624962568283, 'latency_p50': 6.4666712284088135, 'latency_p90': 7.3304260730743405}]

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: 1.39

us_pacific_date: 2024-12-16

win_ratio: 0.5238303773447194

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-v9-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v19-v9-mkmlizer to finish
cloudyu-nemo-dpo-v19-v9-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v9-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v19-v9-mkmlizer: Downloaded to shared memory in 31.783s
cloudyu-nemo-dpo-v19-v9-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpib1xnwu2, device:0
cloudyu-nemo-dpo-v19-v9-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v19-v9-mkmlizer: quantized model in 36.409s
cloudyu-nemo-dpo-v19-v9-mkmlizer: Processed model cloudyu/Nemo-DPO-V19 in 68.193s
cloudyu-nemo-dpo-v19-v9-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v19-v9-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v19-v9-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v9
cloudyu-nemo-dpo-v19-v9-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v9/config.json
cloudyu-nemo-dpo-v19-v9-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v9/special_tokens_map.json
cloudyu-nemo-dpo-v19-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v9/tokenizer_config.json
cloudyu-nemo-dpo-v19-v9-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v9/tokenizer.json
cloudyu-nemo-dpo-v19-v9-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v9/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v19-v9-mkmlizer: 
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Job cloudyu-nemo-dpo-v19-v9-mkmlizer completed after 95.1s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v19-v9-mkmlizer
Pipeline stage MKMLizer completed in 95.62s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-nemo-dpo-v19-v9
Waiting for inference service cloudyu-nemo-dpo-v19-v9 to be ready
Inference service cloudyu-nemo-dpo-v19-v9 ready after 220.76649260520935s
Pipeline stage MKMLDeployer completed in 221.32s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0560545921325684s
Received healthy response to inference request in 1.7265539169311523s
Received healthy response to inference request in 1.9053621292114258s
Received healthy response to inference request in 1.7337496280670166s
Received healthy response to inference request in 1.8031880855560303s
5 requests
0 failed requests
5th percentile: 1.7279930591583252
10th percentile: 1.7294322013854981
20th percentile: 1.7323104858398437
30th percentile: 1.7476373195648194
40th percentile: 1.7754127025604247
50th percentile: 1.8031880855560303
60th percentile: 1.8440577030181884
70th percentile: 1.8849273204803467
80th percentile: 1.9355006217956543
90th percentile: 1.9957776069641113
95th percentile: 2.02591609954834
99th percentile: 2.0500268936157227
mean time: 1.8449816703796387
Pipeline stage StressChecker completed in 10.52s
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cloudyu-nemo-dpo-v19_v9 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 2981.34s
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cloudyu-nemo-dpo-v19_v9 status is now inactive due to auto deactivation removed underperforming models