cloudyu-nemo-dpo-v21

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v21_v7

model_name: cloudyu-nemo-dpo-v21_v1

model_group: cloudyu/Nemo-DPO-V21

status: inactive

timestamp: 2024-12-18T00:28:10+00:00

num_battles: 16369

num_wins: 8415

celo_rating: 1273.73

family_friendly_score: 0.5628

family_friendly_standard_error: 0.007015071774401171

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': 0.6118457251417273, 'latency_mean': 1.6343428635597228, 'latency_p50': 1.6328924894332886, 'latency_p90': 1.8019661664962767}, {'batch_size': 3, 'throughput': 1.1098168478752797, 'latency_mean': 2.6882173407077787, 'latency_p50': 2.6691547632217407, 'latency_p90': 2.9942878007888796}, {'batch_size': 5, 'throughput': 1.3436465585867319, 'latency_mean': 3.7105845654010774, 'latency_p50': 3.6860668659210205, 'latency_p90': 4.195734214782715}, {'batch_size': 6, 'throughput': 1.4130425961070439, 'latency_mean': 4.222009588479995, 'latency_p50': 4.188841462135315, 'latency_p90': 4.724671149253846}, {'batch_size': 8, 'throughput': 1.4675645665730912, 'latency_mean': 5.407016884088517, 'latency_p50': 5.405066728591919, 'latency_p90': 6.124351811408997}, {'batch_size': 10, 'throughput': 1.514313228556302, 'latency_mean': 6.548203983306885, 'latency_p50': 6.497852683067322, 'latency_p90': 7.436763286590576}]

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: 1.35

us_pacific_date: 2024-12-17

win_ratio: 0.5140814955098051

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, '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-v7-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v21-v7-mkmlizer to finish
cloudyu-nemo-dpo-v21-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v21-v7-mkmlizer: Downloaded to shared memory in 32.090s
cloudyu-nemo-dpo-v21-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpp86f4nd9, device:0
cloudyu-nemo-dpo-v21-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v21-v7-mkmlizer: quantized model in 36.480s
cloudyu-nemo-dpo-v21-v7-mkmlizer: Processed model cloudyu/Nemo-DPO-V21 in 68.570s
cloudyu-nemo-dpo-v21-v7-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v21-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v21-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v7
cloudyu-nemo-dpo-v21-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v7/config.json
cloudyu-nemo-dpo-v21-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v7/special_tokens_map.json
cloudyu-nemo-dpo-v21-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v7/tokenizer_config.json
cloudyu-nemo-dpo-v21-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v7/tokenizer.json
cloudyu-nemo-dpo-v21-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v7/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v21-v7-mkmlizer: 
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Job cloudyu-nemo-dpo-v21-v7-mkmlizer completed after 93.82s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v21-v7-mkmlizer
Pipeline stage MKMLizer completed in 94.32s
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Creating inference service cloudyu-nemo-dpo-v21-v7
Waiting for inference service cloudyu-nemo-dpo-v21-v7 to be ready
Inference service cloudyu-nemo-dpo-v21-v7 ready after 241.1396520137787s
Pipeline stage MKMLDeployer completed in 241.61s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.946147918701172s
Received healthy response to inference request in 1.6413886547088623s
Received healthy response to inference request in 1.7108304500579834s
Received healthy response to inference request in 1.6711678504943848s
Received healthy response to inference request in 2.335177183151245s
5 requests
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5th percentile: 1.6473444938659667
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mean time: 2.0609424114227295
Pipeline stage StressChecker completed in 11.56s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 3080.75s
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cloudyu-nemo-dpo-v21_v7 status is now inactive due to auto deactivation removed underperforming models