cloudyu-nemo-dpo-v19

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v19_v6

model_name: cloudyu-nemo-dpo-v19_v1

model_group: cloudyu/Nemo-DPO-V19

status: inactive

timestamp: 2024-12-16T12:09:23+00:00

num_battles: 15953

num_wins: 8316

celo_rating: 1277.26

family_friendly_score: 0.5668

family_friendly_standard_error: 0.007007678074797671

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': 0.6139621981860416, 'latency_mean': 1.6287026882171631, 'latency_p50': 1.6354024410247803, 'latency_p90': 1.7939321756362916}, {'batch_size': 3, 'throughput': 1.1454600255574192, 'latency_mean': 2.6104973828792573, 'latency_p50': 2.6255745887756348, 'latency_p90': 2.911320185661316}, {'batch_size': 5, 'throughput': 1.385891170160496, 'latency_mean': 3.5919021201133727, 'latency_p50': 3.6148635149002075, 'latency_p90': 4.0551718950271605}, {'batch_size': 6, 'throughput': 1.4652445762496062, 'latency_mean': 4.0780436956882475, 'latency_p50': 4.101697564125061, 'latency_p90': 4.60085825920105}, {'batch_size': 8, 'throughput': 1.5386756032318518, 'latency_mean': 5.162556723356247, 'latency_p50': 5.165348529815674, 'latency_p90': 5.816068243980408}, {'batch_size': 10, 'throughput': 1.5601043298643391, 'latency_mean': 6.376086364984513, 'latency_p50': 6.388435006141663, 'latency_p90': 7.211613154411316}]

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: 1.41

us_pacific_date: 2024-12-16

win_ratio: 0.5212812637121544

generation_params: {'temperature': 1.05, 'top_p': 0.99, '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-v19-v6-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v19-v6-mkmlizer to finish
cloudyu-nemo-dpo-v19-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v19-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v19-v6-mkmlizer: Downloaded to shared memory in 33.014s
cloudyu-nemo-dpo-v19-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbhjv2ure, device:0
cloudyu-nemo-dpo-v19-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v19-v6-mkmlizer: quantized model in 35.836s
cloudyu-nemo-dpo-v19-v6-mkmlizer: Processed model cloudyu/Nemo-DPO-V19 in 68.851s
cloudyu-nemo-dpo-v19-v6-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v19-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v19-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v6
cloudyu-nemo-dpo-v19-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v6/config.json
cloudyu-nemo-dpo-v19-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v6/special_tokens_map.json
cloudyu-nemo-dpo-v19-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v6/tokenizer_config.json
cloudyu-nemo-dpo-v19-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v6/tokenizer.json
cloudyu-nemo-dpo-v19-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v19-v6/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v19-v6-mkmlizer: 
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Job cloudyu-nemo-dpo-v19-v6-mkmlizer completed after 94.3s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v19-v6-mkmlizer
Pipeline stage MKMLizer completed in 94.83s
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Creating inference service cloudyu-nemo-dpo-v19-v6
Waiting for inference service cloudyu-nemo-dpo-v19-v6 to be ready
Inference service cloudyu-nemo-dpo-v19-v6 ready after 220.77942156791687s
Pipeline stage MKMLDeployer completed in 221.31s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.3053252696990967s
Received healthy response to inference request in 1.7144114971160889s
Received healthy response to inference request in 2.207550525665283s
Received healthy response to inference request in 1.7761247158050537s
Received healthy response to inference request in 2.6996877193450928s
5 requests
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5th percentile: 1.7267541408538818
10th percentile: 1.7390967845916747
20th percentile: 1.7637820720672608
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40th percentile: 2.0349802017211913
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80th percentile: 2.384197759628296
90th percentile: 2.5419427394866942
95th percentile: 2.6208152294158933
99th percentile: 2.6839132213592527
mean time: 2.1406199455261232
Pipeline stage StressChecker completed in 12.13s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3068.89s
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cloudyu-nemo-dpo-v19_v6 status is now inactive due to auto deactivation removed underperforming models