cloudyu-nemo-dpo-v22

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v22_v11

model_name: cloudyu-nemo-dpo-v22_v1

model_group: cloudyu/Nemo-DPO-V22

status: inactive

timestamp: 2024-12-19T12:24:46+00:00

num_battles: 20296

num_wins: 10615

celo_rating: 1279.22

family_friendly_score: 0.562

family_friendly_standard_error: 0.00701649485141976

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V22

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6084172734191822, 'latency_mean': 1.6435495662689208, 'latency_p50': 1.642588496208191, 'latency_p90': 1.8194892168045045}, {'batch_size': 3, 'throughput': 1.1319368986329519, 'latency_mean': 2.646105408668518, 'latency_p50': 2.6491907835006714, 'latency_p90': 2.9056862115859987}, {'batch_size': 5, 'throughput': 1.357004947378821, 'latency_mean': 3.665223741531372, 'latency_p50': 3.670547366142273, 'latency_p90': 4.0437849998474125}, {'batch_size': 6, 'throughput': 1.4263678116481044, 'latency_mean': 4.1852077460289, 'latency_p50': 4.187053442001343, 'latency_p90': 4.701054215431213}, {'batch_size': 8, 'throughput': 1.4981707014919459, 'latency_mean': 5.304967424869537, 'latency_p50': 5.330084800720215, 'latency_p90': 5.972602272033692}, {'batch_size': 10, 'throughput': 1.5427031979328099, 'latency_mean': 6.435692020654678, 'latency_p50': 6.43899667263031, 'latency_p90': 7.378541660308838}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v22_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V22

model_size: 13B

ranking_group: single

throughput_3p7s: 1.37

us_pacific_date: 2024-12-19

win_ratio: 0.5230094599921167

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-v22-v11-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v22-v11-mkmlizer to finish
cloudyu-nemo-dpo-v22-v11-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v22-v11-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v22-v11-mkmlizer: Downloaded to shared memory in 32.209s
cloudyu-nemo-dpo-v22-v11-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp57lb30t_, device:0
cloudyu-nemo-dpo-v22-v11-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Connection pool is full, discarding connection: %s. Connection pool size: %s
cloudyu-nemo-dpo-v22-v11-mkmlizer: quantized model in 36.166s
cloudyu-nemo-dpo-v22-v11-mkmlizer: Processed model cloudyu/Nemo-DPO-V22 in 68.375s
cloudyu-nemo-dpo-v22-v11-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v22-v11-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v22-v11-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v11
cloudyu-nemo-dpo-v22-v11-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v11/config.json
cloudyu-nemo-dpo-v22-v11-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v11/special_tokens_map.json
cloudyu-nemo-dpo-v22-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v11/tokenizer_config.json
cloudyu-nemo-dpo-v22-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v11/tokenizer.json
cloudyu-nemo-dpo-v22-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v22-v11/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v22-v11-mkmlizer: 
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Job cloudyu-nemo-dpo-v22-v11-mkmlizer completed after 94.71s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v22-v11-mkmlizer
Pipeline stage MKMLizer completed in 95.21s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service cloudyu-nemo-dpo-v22-v11
Waiting for inference service cloudyu-nemo-dpo-v22-v11 to be ready
Failed to get response for submission blend_mokul_2024-11-14: ('http://zonemercy-lexical-viral-1979-v4-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:34386->127.0.0.1:8080: read: connection reset by peer\n')
Inference service cloudyu-nemo-dpo-v22-v11 ready after 240.77660751342773s
Pipeline stage MKMLDeployer completed in 241.30s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2347710132598877s
Received healthy response to inference request in 1.8768539428710938s
Received healthy response to inference request in 3.0416386127471924s
Received healthy response to inference request in 1.7340891361236572s
Received healthy response to inference request in 1.695223331451416s
5 requests
0 failed requests
5th percentile: 1.7029964923858643
10th percentile: 1.7107696533203125
20th percentile: 1.726315975189209
30th percentile: 1.7626420974731445
40th percentile: 1.8197480201721192
50th percentile: 1.8768539428710938
60th percentile: 2.020020771026611
70th percentile: 2.163187599182129
80th percentile: 2.396144533157349
90th percentile: 2.7188915729522707
95th percentile: 2.880265092849731
99th percentile: 3.0093639087677
mean time: 2.1165152072906492
Pipeline stage StressChecker completed in 11.87s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 2.05s
Shutdown handler de-registered
cloudyu-nemo-dpo-v22_v11 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 3427.46s
Shutdown handler de-registered
cloudyu-nemo-dpo-v22_v11 status is now inactive due to auto deactivation removed underperforming models