developer_uid: cloudyu
submission_id: cloudyu-nemo-dpo-v21_v13
model_name: cloudyu-nemo-dpo-v21_v1
model_group: cloudyu/Nemo-DPO-V21
status: inactive
timestamp: 2024-12-25T00:07:32+00:00
num_battles: 31216
num_wins: 16042
celo_rating: 1271.74
family_friendly_score: 0.5738
family_friendly_standard_error: 0.006993619377689924
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': 0.6146653834300086, 'latency_mean': 1.626814261674881, 'latency_p50': 1.6289292573928833, 'latency_p90': 1.7862499952316284}, {'batch_size': 3, 'throughput': 1.1469496476212975, 'latency_mean': 2.611665961742401, 'latency_p50': 2.5981775522232056, 'latency_p90': 2.9120900154113767}, {'batch_size': 5, 'throughput': 1.3953462988103786, 'latency_mean': 3.5714377081394195, 'latency_p50': 3.5703845024108887, 'latency_p90': 3.914342761039734}, {'batch_size': 6, 'throughput': 1.4549555473138331, 'latency_mean': 4.099074788093567, 'latency_p50': 4.1045554876327515, 'latency_p90': 4.583923435211181}, {'batch_size': 8, 'throughput': 1.536412474798036, 'latency_mean': 5.174450095891952, 'latency_p50': 5.201589584350586, 'latency_p90': 5.816301131248474}, {'batch_size': 10, 'throughput': 1.5809849177601496, 'latency_mean': 6.281851106882096, 'latency_p50': 6.2240859270095825, 'latency_p90': 7.04098219871521}]
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: 2024-12-24
win_ratio: 0.5139031266017426
generation_params: {'temperature': 0.95, 'top_p': 0.95, '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-v13-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v21-v13-mkmlizer to finish
cloudyu-nemo-dpo-v21-v13-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v21-v13-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v21-v13-mkmlizer: Downloaded to shared memory in 52.322s
cloudyu-nemo-dpo-v21-v13-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpk6rbipe4, device:0
cloudyu-nemo-dpo-v21-v13-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v21-v13-mkmlizer: quantized model in 35.843s
cloudyu-nemo-dpo-v21-v13-mkmlizer: Processed model cloudyu/Nemo-DPO-V21 in 88.166s
cloudyu-nemo-dpo-v21-v13-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v21-v13-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v21-v13-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v13
cloudyu-nemo-dpo-v21-v13-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v13/config.json
cloudyu-nemo-dpo-v21-v13-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v13/special_tokens_map.json
cloudyu-nemo-dpo-v21-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v13/tokenizer_config.json
cloudyu-nemo-dpo-v21-v13-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v21-v13/tokenizer.json
cloudyu-nemo-dpo-v21-v13-mkmlizer: 
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Job cloudyu-nemo-dpo-v21-v13-mkmlizer completed after 114.64s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v21-v13-mkmlizer
Pipeline stage MKMLizer completed in 115.12s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-nemo-dpo-v21-v13
Waiting for inference service cloudyu-nemo-dpo-v21-v13 to be ready
Failed to get response for submission function_gidef_2024-11-26: ('http://chaiml-llama-8b-multihea-7878-v5-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:41226->127.0.0.1:8080: read: connection reset by peer\n')
Retrying (%r) after connection broken by '%r': %s
Inference service cloudyu-nemo-dpo-v21-v13 ready after 281.3720555305481s
Pipeline stage MKMLDeployer completed in 281.89s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.014014720916748s
Received healthy response to inference request in 1.6463613510131836s
Received healthy response to inference request in 1.624709129333496s
Received healthy response to inference request in 1.675581693649292s
Received healthy response to inference request in 1.792353630065918s
5 requests
0 failed requests
5th percentile: 1.6290395736694336
10th percentile: 1.6333700180053712
20th percentile: 1.642030906677246
30th percentile: 1.6522054195404052
40th percentile: 1.6638935565948487
50th percentile: 1.675581693649292
60th percentile: 1.7222904682159423
70th percentile: 1.7689992427825927
80th percentile: 1.836685848236084
90th percentile: 1.925350284576416
95th percentile: 1.969682502746582
99th percentile: 2.0051482772827147
mean time: 1.7506041049957275
Pipeline stage StressChecker completed in 10.14s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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starting trigger_guanaco_pipeline args=%s
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.75s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.78s
Shutdown handler de-registered
cloudyu-nemo-dpo-v21_v13 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2922.57s
Shutdown handler de-registered
cloudyu-nemo-dpo-v21_v13 status is now inactive due to auto deactivation removed underperforming models