developer_uid: cloudyu
submission_id: cloudyu-nemo-dpo-v16_v3
model_name: cloudyu-nemo-dpo-v16_v1
model_group: cloudyu/Nemo-DPO-V16
status: inactive
timestamp: 2024-12-06T04:06:35+00:00
num_battles: 14061
num_wins: 7079
celo_rating: 1264.04
family_friendly_score: 0.5556
family_friendly_standard_error: 0.007027213387965389
submission_type: basic
model_repo: cloudyu/Nemo-DPO-V16
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6323496389481565, 'latency_mean': 1.5813367831707001, 'latency_p50': 1.5700452327728271, 'latency_p90': 1.73583824634552}, {'batch_size': 3, 'throughput': 1.1570974842417552, 'latency_mean': 2.5856189692020415, 'latency_p50': 2.5935728549957275, 'latency_p90': 2.8547933816909787}, {'batch_size': 5, 'throughput': 1.4019589519023967, 'latency_mean': 3.5448109018802643, 'latency_p50': 3.530541777610779, 'latency_p90': 3.9648977756500243}, {'batch_size': 6, 'throughput': 1.4703271143261305, 'latency_mean': 4.057978417873382, 'latency_p50': 4.068139553070068, 'latency_p90': 4.546562194824219}, {'batch_size': 8, 'throughput': 1.5518705416717136, 'latency_mean': 5.12719910621643, 'latency_p50': 5.148836255073547, 'latency_p90': 5.7522814750671385}, {'batch_size': 10, 'throughput': 1.5927866742755137, 'latency_mean': 6.243726921081543, 'latency_p50': 6.225967526435852, 'latency_p90': 7.021518683433532}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: cloudyu-nemo-dpo-v16_v1
is_internal_developer: False
language_model: cloudyu/Nemo-DPO-V16
model_size: 13B
ranking_group: single
throughput_3p7s: 1.43
us_pacific_date: 2024-12-05
win_ratio: 0.5034492568096153
generation_params: {'temperature': 1.5, '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-v16-v3-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v16-v3-mkmlizer to finish
cloudyu-nemo-dpo-v16-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v16-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v16-v3-mkmlizer: Downloaded to shared memory in 31.946s
cloudyu-nemo-dpo-v16-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmppjq1e4kk, device:0
cloudyu-nemo-dpo-v16-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v16-v3-mkmlizer: quantized model in 35.568s
cloudyu-nemo-dpo-v16-v3-mkmlizer: Processed model cloudyu/Nemo-DPO-V16 in 67.514s
cloudyu-nemo-dpo-v16-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v3/config.json
cloudyu-nemo-dpo-v16-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v3/special_tokens_map.json
cloudyu-nemo-dpo-v16-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v3/tokenizer_config.json
cloudyu-nemo-dpo-v16-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v3/tokenizer.json
cloudyu-nemo-dpo-v16-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v3/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v16-v3-mkmlizer: 
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Job cloudyu-nemo-dpo-v16-v3-mkmlizer completed after 104.23s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v16-v3-mkmlizer
Pipeline stage MKMLizer completed in 106.42s
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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-v16-v3
Waiting for inference service cloudyu-nemo-dpo-v16-v3 to be ready
Inference service cloudyu-nemo-dpo-v16-v3 ready after 188.35081958770752s
Pipeline stage MKMLDeployer completed in 190.62s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.1369385719299316s
Received healthy response to inference request in 1.5993432998657227s
Received healthy response to inference request in 1.8378345966339111s
Received healthy response to inference request in 1.639784812927246s
Received healthy response to inference request in 1.6933579444885254s
5 requests
0 failed requests
5th percentile: 1.6074316024780273
10th percentile: 1.615519905090332
20th percentile: 1.6316965103149415
30th percentile: 1.650499439239502
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50th percentile: 1.6933579444885254
60th percentile: 1.7511486053466796
70th percentile: 1.808939266204834
80th percentile: 1.8976553916931154
90th percentile: 2.0172969818115236
95th percentile: 2.0771177768707276
99th percentile: 2.1249744129180907
mean time: 1.7814518451690673
Pipeline stage StressChecker completed in 10.18s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.27s
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cloudyu-nemo-dpo-v16_v3 status is now deployed due to DeploymentManager action
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2710.17s
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cloudyu-nemo-dpo-v16_v3 status is now inactive due to auto deactivation removed underperforming models