cloudyu-nemo-dpo-v21

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v21_v3

model_name: cloudyu-nemo-dpo-v21_v1

model_group: cloudyu/Nemo-DPO-V21

status: inactive

timestamp: 2024-12-17T13:17:18+00:00

num_battles: 16174

num_wins: 8507

celo_rating: 1281.67

family_friendly_score: 0.5606

family_friendly_standard_error: 0.007018940660812

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V21

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6042258351768874, 'latency_mean': 1.654914721250534, 'latency_p50': 1.6539244651794434, 'latency_p90': 1.8270907640457152}, {'batch_size': 3, 'throughput': 1.1247112667643255, 'latency_mean': 2.665473860502243, 'latency_p50': 2.65657639503479, 'latency_p90': 2.9542254209518433}, {'batch_size': 5, 'throughput': 1.3569432103486434, 'latency_mean': 3.6747532153129576, 'latency_p50': 3.672035813331604, 'latency_p90': 4.134225630760192}, {'batch_size': 6, 'throughput': 1.4173883220857946, 'latency_mean': 4.212535711526871, 'latency_p50': 4.220951676368713, 'latency_p90': 4.730537939071655}, {'batch_size': 8, 'throughput': 1.4739353695085204, 'latency_mean': 5.398421485424041, 'latency_p50': 5.397704601287842, 'latency_p90': 6.091842269897461}, {'batch_size': 10, 'throughput': 1.5206990076323588, 'latency_mean': 6.522659238576889, 'latency_p50': 6.5383689403533936, 'latency_p90': 7.44913489818573}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v21_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V21

model_size: 13B

ranking_group: single

throughput_3p7s: 1.36

us_pacific_date: 2024-12-17

win_ratio: 0.5259676023247187

generation_params: {'temperature': 0.99, '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-v21-v3-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v21-v3-mkmlizer to finish
cloudyu-nemo-dpo-v21-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-nemo-dpo-v21-v3-mkmlizer: Downloaded to shared memory in 47.634s
cloudyu-nemo-dpo-v21-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpb3fdzhho, device:0
cloudyu-nemo-dpo-v21-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v21-v3-mkmlizer: quantized model in 36.943s
cloudyu-nemo-dpo-v21-v3-mkmlizer: Processed model cloudyu/Nemo-DPO-V21 in 84.577s
cloudyu-nemo-dpo-v21-v3-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v21-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v21-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v3
cloudyu-nemo-dpo-v21-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v3/tokenizer_config.json
cloudyu-nemo-dpo-v21-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v3/tokenizer.json
cloudyu-nemo-dpo-v21-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v3/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v21-v3-mkmlizer: 
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Job cloudyu-nemo-dpo-v21-v3-mkmlizer completed after 115.49s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v21-v3-mkmlizer
Pipeline stage MKMLizer completed in 116.01s
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Creating inference service cloudyu-nemo-dpo-v21-v3
Waiting for inference service cloudyu-nemo-dpo-v21-v3 to be ready
Inference service cloudyu-nemo-dpo-v21-v3 ready after 231.43423557281494s
Pipeline stage MKMLDeployer completed in 231.96s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.30002760887146s
Received healthy response to inference request in 1.6376655101776123s
Received healthy response to inference request in 1.6691200733184814s
Received healthy response to inference request in 2.472179412841797s
Received healthy response to inference request in 1.7644987106323242s
5 requests
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99th percentile: 2.4652933406829836
mean time: 1.968698263168335
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