cloudyu-nemo-dpo-v21

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v21_v2

model_name: cloudyu-nemo-dpo-v21_v1

model_group: cloudyu/Nemo-DPO-V21

status: inactive

timestamp: 2024-12-17T12:35:36+00:00

num_battles: 16784

num_wins: 8843

celo_rating: 1283.05

family_friendly_score: 0.5646

family_friendly_standard_error: 0.0070118020508283035

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': 0.6139080821683781, 'latency_mean': 1.6288412404060364, 'latency_p50': 1.6314513683319092, 'latency_p90': 1.7934170246124268}, {'batch_size': 3, 'throughput': 1.1438537873556485, 'latency_mean': 2.619224728345871, 'latency_p50': 2.6058433055877686, 'latency_p90': 2.894034576416016}, {'batch_size': 5, 'throughput': 1.3882893140072776, 'latency_mean': 3.5785143613815307, 'latency_p50': 3.588316559791565, 'latency_p90': 3.994767189025879}, {'batch_size': 6, 'throughput': 1.4585278276493636, 'latency_mean': 4.093515985012054, 'latency_p50': 4.094600200653076, 'latency_p90': 4.620598483085632}, {'batch_size': 8, 'throughput': 1.5202257942176367, 'latency_mean': 5.222900309562683, 'latency_p50': 5.220048666000366, 'latency_p90': 5.896144986152649}, {'batch_size': 10, 'throughput': 1.5687970671515852, 'latency_mean': 6.341963522434234, 'latency_p50': 6.340798735618591, 'latency_p90': 7.18992052078247}]

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: 1.42

us_pacific_date: 2024-12-17

win_ratio: 0.5268708293612965

generation_params: {'temperature': 0.95, '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-v2-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v21-v2-mkmlizer to finish
cloudyu-nemo-dpo-v21-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v21-v2-mkmlizer: Downloaded to shared memory in 35.350s
cloudyu-nemo-dpo-v21-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp3d9gx34m, device:0
cloudyu-nemo-dpo-v21-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v21-v2-mkmlizer: quantized model in 36.072s
cloudyu-nemo-dpo-v21-v2-mkmlizer: Processed model cloudyu/Nemo-DPO-V21 in 71.423s
cloudyu-nemo-dpo-v21-v2-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v21-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v21-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v2
cloudyu-nemo-dpo-v21-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v2/config.json
cloudyu-nemo-dpo-v21-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v2/special_tokens_map.json
cloudyu-nemo-dpo-v21-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v2/tokenizer_config.json
cloudyu-nemo-dpo-v21-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v2/tokenizer.json
cloudyu-nemo-dpo-v21-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v2/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v21-v2-mkmlizer: 
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Job cloudyu-nemo-dpo-v21-v2-mkmlizer completed after 94.75s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v21-v2-mkmlizer
Pipeline stage MKMLizer completed in 95.23s
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Running pipeline stage MKMLTemplater
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Creating inference service cloudyu-nemo-dpo-v21-v2
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Inference service cloudyu-nemo-dpo-v21-v2 ready after 231.38134694099426s
Pipeline stage MKMLDeployer completed in 231.89s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.6596944332122803s
Received healthy response to inference request in 1.7859115600585938s
Received healthy response to inference request in 1.85548996925354s
Received healthy response to inference request in 1.7499792575836182s
Received healthy response to inference request in 1.7236766815185547s
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5th percentile: 1.7289371967315674
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90th percentile: 2.3380126476287844
95th percentile: 2.498853540420532
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mean time: 1.9549503803253174
Pipeline stage StressChecker completed in 11.13s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3423.72s
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cloudyu-nemo-dpo-v21_v2 status is now inactive due to auto deactivation removed underperforming models