cloudyu-nemo-dpo-v21

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v21_v1

model_name: cloudyu-nemo-dpo-v21_v1

model_group: cloudyu/Nemo-DPO-V21

status: inactive

timestamp: 2024-12-17T12:20:32+00:00

num_battles: 14174

num_wins: 7273

celo_rating: 1272.37

family_friendly_score: 0.5642

family_friendly_standard_error: 0.0070125367735221185

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': 0.6177584386237001, 'latency_mean': 1.6186826479434968, 'latency_p50': 1.614815592765808, 'latency_p90': 1.7899242401123048}, {'batch_size': 3, 'throughput': 1.142655818365568, 'latency_mean': 2.620777496099472, 'latency_p50': 2.629417300224304, 'latency_p90': 2.899608278274536}, {'batch_size': 5, 'throughput': 1.3753586728070024, 'latency_mean': 3.6199622356891634, 'latency_p50': 3.625089168548584, 'latency_p90': 4.070864510536194}, {'batch_size': 6, 'throughput': 1.4410803886496957, 'latency_mean': 4.136277586221695, 'latency_p50': 4.129553437232971, 'latency_p90': 4.72201509475708}, {'batch_size': 8, 'throughput': 1.5222217994739682, 'latency_mean': 5.226720154285431, 'latency_p50': 5.230489253997803, 'latency_p90': 5.912325072288513}, {'batch_size': 10, 'throughput': 1.5532029359555009, 'latency_mean': 6.373663071393967, 'latency_p50': 6.377651572227478, 'latency_p90': 7.145856118202209}]

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: 1.39

us_pacific_date: 2024-12-17

win_ratio: 0.5131226188796387

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, '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-v1-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v21-v1-mkmlizer to finish
cloudyu-nemo-dpo-v21-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v21-v1-mkmlizer: Downloaded to shared memory in 48.765s
cloudyu-nemo-dpo-v21-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpnzm_yz6p, device:0
cloudyu-nemo-dpo-v21-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v21-v1-mkmlizer: quantized model in 36.331s
cloudyu-nemo-dpo-v21-v1-mkmlizer: Processed model cloudyu/Nemo-DPO-V21 in 85.096s
cloudyu-nemo-dpo-v21-v1-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v21-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v21-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v1
cloudyu-nemo-dpo-v21-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v1/tokenizer.json
cloudyu-nemo-dpo-v21-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v1/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v21-v1-mkmlizer: 
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Job cloudyu-nemo-dpo-v21-v1-mkmlizer completed after 116.09s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v21-v1-mkmlizer
Pipeline stage MKMLizer completed in 116.56s
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Creating inference service cloudyu-nemo-dpo-v21-v1
Waiting for inference service cloudyu-nemo-dpo-v21-v1 to be ready
Inference service cloudyu-nemo-dpo-v21-v1 ready after 231.19498538970947s
Pipeline stage MKMLDeployer completed in 231.80s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4535586833953857s
Received healthy response to inference request in 1.6556758880615234s
Received healthy response to inference request in 1.837026834487915s
Received healthy response to inference request in 2.181236982345581s
Received healthy response to inference request in 2.089193344116211s
5 requests
0 failed requests
5th percentile: 1.6919460773468018
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90th percentile: 2.344630002975464
95th percentile: 2.399094343185425
99th percentile: 2.4426658153533936
mean time: 2.043338346481323
Pipeline stage StressChecker completed in 11.54s
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