developer_uid: cloudyu
submission_id: cloudyu-nemo-dpo-v20_v10
model_name: cloudyu-nemo-dpo-v20_v1
model_group: cloudyu/Nemo-DPO-V20
status: inactive
timestamp: 2024-12-19T13:43:24+00:00
num_battles: 11698
num_wins: 6146
celo_rating: 1280.57
family_friendly_score: 0.5648
family_friendly_standard_error: 0.007011432949119602
submission_type: basic
model_repo: cloudyu/Nemo-DPO-V20
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6050020127624478, 'latency_mean': 1.6527912092208863, 'latency_p50': 1.6483595371246338, 'latency_p90': 1.8132473945617675}, {'batch_size': 3, 'throughput': 1.1151644619878125, 'latency_mean': 2.6783832895755766, 'latency_p50': 2.674578905105591, 'latency_p90': 2.9580160856246946}, {'batch_size': 5, 'throughput': 1.3419730918158201, 'latency_mean': 3.7059114170074463, 'latency_p50': 3.7238306999206543, 'latency_p90': 4.114783048629761}, {'batch_size': 6, 'throughput': 1.4125548630777691, 'latency_mean': 4.224511024951934, 'latency_p50': 4.164173722267151, 'latency_p90': 4.893412351608276}, {'batch_size': 8, 'throughput': 1.47942786494841, 'latency_mean': 5.380825865268707, 'latency_p50': 5.394416689872742, 'latency_p90': 6.084340453147888}, {'batch_size': 10, 'throughput': 1.5208961873415676, 'latency_mean': 6.526849429607392, 'latency_p50': 6.4407548904418945, 'latency_p90': 7.4739793777465815}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cloudyu-nemo-dpo-v20_v1
is_internal_developer: False
language_model: cloudyu/Nemo-DPO-V20
model_size: 13B
ranking_group: single
throughput_3p7s: 1.35
us_pacific_date: 2024-12-19
win_ratio: 0.5253889553769875
generation_params: {'temperature': 0.95, '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-v20-v10-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v20-v10-mkmlizer to finish
cloudyu-nemo-dpo-v20-v10-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v10-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v20-v10-mkmlizer: Downloaded to shared memory in 33.695s
cloudyu-nemo-dpo-v20-v10-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp91g_mqpf, device:0
cloudyu-nemo-dpo-v20-v10-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v20-v10-mkmlizer: quantized model in 36.493s
cloudyu-nemo-dpo-v20-v10-mkmlizer: Processed model cloudyu/Nemo-DPO-V20 in 70.189s
cloudyu-nemo-dpo-v20-v10-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v20-v10-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v20-v10-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v10
cloudyu-nemo-dpo-v20-v10-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v10/special_tokens_map.json
cloudyu-nemo-dpo-v20-v10-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v10/config.json
cloudyu-nemo-dpo-v20-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v10/tokenizer_config.json
cloudyu-nemo-dpo-v20-v10-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v10/tokenizer.json
cloudyu-nemo-dpo-v20-v10-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v10/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v20-v10-mkmlizer: 
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Job cloudyu-nemo-dpo-v20-v10-mkmlizer completed after 95.16s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v20-v10-mkmlizer
Pipeline stage MKMLizer completed in 95.64s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-nemo-dpo-v20-v10
Waiting for inference service cloudyu-nemo-dpo-v20-v10 to be ready
Inference service cloudyu-nemo-dpo-v20-v10 ready after 240.8242449760437s
Pipeline stage MKMLDeployer completed in 241.35s
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Running pipeline stage StressChecker
Received healthy response to inference request in 16.253113269805908s
Received healthy response to inference request in 2.5686473846435547s
Received healthy response to inference request in 1.8050439357757568s
Received healthy response to inference request in 2.4549474716186523s
Received healthy response to inference request in 2.9683661460876465s
5 requests
0 failed requests
5th percentile: 1.9350246429443358
10th percentile: 2.065005350112915
20th percentile: 2.3249667644500733
30th percentile: 2.477687454223633
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50th percentile: 2.5686473846435547
60th percentile: 2.7285348892211916
70th percentile: 2.888422393798828
80th percentile: 5.625315570831301
90th percentile: 10.939214420318605
95th percentile: 13.596163845062254
99th percentile: 15.721723384857178
mean time: 5.210023641586304
Pipeline stage StressChecker completed in 27.48s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.12s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3078.25s
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