cloudyu-nemo-dpo-v23

developer_uid: azuruce

submission_id: cloudyu-nemo-dpo-v23_v7

model_name: cloudyu-nemo-dpo-v23_v7

model_group: cloudyu/Nemo-DPO-V23

status: torndown

timestamp: 2025-01-13T22:23:06+00:00

num_battles: 8337

num_wins: 4267

celo_rating: 1270.08

family_friendly_score: 0.5751999999999999

family_friendly_standard_error: 0.0069906360225661865

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V23

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.6357840954456006, 'latency_mean': 1.5728060448169707, 'latency_p50': 1.5776935815811157, 'latency_p90': 1.7377940893173218}, {'batch_size': 3, 'throughput': 1.2668662929860182, 'latency_mean': 2.362325531244278, 'latency_p50': 2.38103449344635, 'latency_p90': 2.5719882965087892}, {'batch_size': 5, 'throughput': 1.6035437506995163, 'latency_mean': 3.0997251093387606, 'latency_p50': 3.091166615486145, 'latency_p90': 3.5023069381713867}, {'batch_size': 6, 'throughput': 1.726756970402659, 'latency_mean': 3.4431836402416227, 'latency_p50': 3.450369715690613, 'latency_p90': 3.8387616872787476}, {'batch_size': 8, 'throughput': 1.8769331886057514, 'latency_mean': 4.237755396366119, 'latency_p50': 4.23297655582428, 'latency_p90': 4.7409553050994875}, {'batch_size': 10, 'throughput': 1.9716063293640655, 'latency_mean': 5.034825029373169, 'latency_p50': 5.0146578550338745, 'latency_p90': 5.645976591110229}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v23_v7

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V23

model_size: 13B

ranking_group: single

throughput_3p7s: 1.8

us_pacific_date: 2025-01-13

win_ratio: 0.5118148014873456

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.001, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['User:', 'Bot:', '\n', 'Me:', '<|eot_id|>', '</s>', '####', 'You:', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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-v23-v7-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v23-v7-mkmlizer to finish
cloudyu-nemo-dpo-v23-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v23-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v23-v7-mkmlizer: Downloaded to shared memory in 48.600s
cloudyu-nemo-dpo-v23-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpucckyhqz, device:0
cloudyu-nemo-dpo-v23-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v23-v7-mkmlizer: quantized model in 36.513s
cloudyu-nemo-dpo-v23-v7-mkmlizer: Processed model cloudyu/Nemo-DPO-V23 in 85.113s
cloudyu-nemo-dpo-v23-v7-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v23-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v7/config.json
cloudyu-nemo-dpo-v23-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v7/special_tokens_map.json
cloudyu-nemo-dpo-v23-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v7/tokenizer_config.json
cloudyu-nemo-dpo-v23-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v7/tokenizer.json
cloudyu-nemo-dpo-v23-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v23-v7/flywheel_model.0.safetensors
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Job cloudyu-nemo-dpo-v23-v7-mkmlizer completed after 114.86s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v23-v7-mkmlizer
Pipeline stage MKMLizer completed in 115.36s
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Creating inference service cloudyu-nemo-dpo-v23-v7
Waiting for inference service cloudyu-nemo-dpo-v23-v7 to be ready
Inference service cloudyu-nemo-dpo-v23-v7 ready after 373.1554307937622s
Pipeline stage MKMLDeployer completed in 373.70s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.0373647212982178s
Received healthy response to inference request in 1.2497718334197998s
Received healthy response to inference request in 1.3939619064331055s
Received healthy response to inference request in 1.878664255142212s
Received healthy response to inference request in 1.380936622619629s
5 requests
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mean time: 1.5881398677825929
Pipeline stage StressChecker completed in 9.35s
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