cloudyu-nemo-dpo-v16

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v16_v6

model_name: cloudyu-nemo-dpo-v16_v1

model_group: cloudyu/Nemo-DPO-V16

status: inactive

timestamp: 2024-12-06T10:13:33+00:00

num_battles: 13458

num_wins: 6911

celo_rating: 1273.25

family_friendly_score: 0.5492

family_friendly_standard_error: 0.007036751523252757

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': 0.6054828253061356, 'latency_mean': 1.6515196537971497, 'latency_p50': 1.647281527519226, 'latency_p90': 1.8244188785552977}, {'batch_size': 3, 'throughput': 1.1175836886877748, 'latency_mean': 2.6723747193813323, 'latency_p50': 2.700922131538391, 'latency_p90': 3.017772889137268}, {'batch_size': 5, 'throughput': 1.3489676247371256, 'latency_mean': 3.685742210149765, 'latency_p50': 3.697176218032837, 'latency_p90': 4.14194962978363}, {'batch_size': 6, 'throughput': 1.4129714329186067, 'latency_mean': 4.22410088300705, 'latency_p50': 4.263251066207886, 'latency_p90': 4.784583401679993}, {'batch_size': 8, 'throughput': 1.4871618288332369, 'latency_mean': 5.32701241850853, 'latency_p50': 5.331974506378174, 'latency_p90': 6.053825569152832}, {'batch_size': 10, 'throughput': 1.5220314559834895, 'latency_mean': 6.511765568256378, 'latency_p50': 6.533768177032471, 'latency_p90': 7.4980569124221805}]

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: 1.36

us_pacific_date: 2024-12-06

win_ratio: 0.5135235547629663

generation_params: {'temperature': 1.25, 'top_p': 0.99, 'min_p': 0.01, 'top_k': 80, 'presence_penalty': 0.1, 'frequency_penalty': 0.05, '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-v6-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v16-v6-mkmlizer to finish
cloudyu-nemo-dpo-v16-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v16-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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cloudyu-nemo-dpo-v16-v6-mkmlizer: Downloaded to shared memory in 27.137s
cloudyu-nemo-dpo-v16-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplj6u8ada, device:0
cloudyu-nemo-dpo-v16-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v16-v6-mkmlizer: quantized model in 36.360s
cloudyu-nemo-dpo-v16-v6-mkmlizer: Processed model cloudyu/Nemo-DPO-V16 in 63.497s
cloudyu-nemo-dpo-v16-v6-mkmlizer: creating bucket guanaco-mkml-models
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cloudyu-nemo-dpo-v16-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v6/special_tokens_map.json
cloudyu-nemo-dpo-v16-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v6/config.json
cloudyu-nemo-dpo-v16-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v6/tokenizer_config.json
cloudyu-nemo-dpo-v16-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v6/tokenizer.json
cloudyu-nemo-dpo-v16-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v16-v6/flywheel_model.0.safetensors
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Job cloudyu-nemo-dpo-v16-v6-mkmlizer completed after 99.02s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v16-v6-mkmlizer
Pipeline stage MKMLizer completed in 101.31s
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Creating inference service cloudyu-nemo-dpo-v16-v6
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Inference service cloudyu-nemo-dpo-v16-v6 ready after 186.65588545799255s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.132735013961792s
Received healthy response to inference request in 1.9430201053619385s
Received healthy response to inference request in 1.5363459587097168s
Received healthy response to inference request in 1.6993074417114258s
Received healthy response to inference request in 1.6530656814575195s
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