chaiml-mistral-nemo-dpo-_4502

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_4502_v1

model_name: chaiml-mistral-nemo-dpo-_4502_v1

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-20T23:17:36+00:00

num_battles: 14143

num_wins: 6723

celo_rating: 1227.86

family_friendly_score: 0.5996

family_friendly_standard_error: 0.0069293555255882195

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1242

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.63746681207628, 'latency_mean': 1.5686168670654297, 'latency_p50': 1.5584086179733276, 'latency_p90': 1.737724232673645}, {'batch_size': 3, 'throughput': 1.2593835647460812, 'latency_mean': 2.378117262125015, 'latency_p50': 2.355875611305237, 'latency_p90': 2.6359330654144286}, {'batch_size': 5, 'throughput': 1.5809620850161767, 'latency_mean': 3.1484063041210173, 'latency_p50': 3.151066303253174, 'latency_p90': 3.574359107017517}, {'batch_size': 6, 'throughput': 1.6937059533218872, 'latency_mean': 3.5262747037410738, 'latency_p50': 3.5633111000061035, 'latency_p90': 3.966618299484253}, {'batch_size': 8, 'throughput': 1.8357962306643836, 'latency_mean': 4.325350074768067, 'latency_p50': 4.32215142250061, 'latency_p90': 4.866720223426819}, {'batch_size': 10, 'throughput': 1.9217648546427142, 'latency_mean': 5.167413129806518, 'latency_p50': 5.17497992515564, 'latency_p90': 5.805176639556885}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_4502_v1

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1242

model_size: 13B

ranking_group: single

throughput_3p7s: 1.74

us_pacific_date: 2024-12-20

win_ratio: 0.47535883475924484

generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 100, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '####', 'Bot:', 'User:', 'You:', '<|im_end|>', '<|eot_id|>'], 'max_input_tokens': 1024, 'best_of': 4, 'max_output_tokens': 64}

formatter: {'memory_template': '', 'prompt_template': '', '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 chaiml-mistral-nemo-dpo-4502-v1-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-4502-v1-mkmlizer to finish
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: quantized model in 37.264s
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_round2_albert_20241220_v1-checkpoint-1242 in 92.408s
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4502-v1
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4502-v1/config.json
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4502-v1/special_tokens_map.json
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4502-v1/tokenizer_config.json
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4502-v1/tokenizer.json
chaiml-mistral-nemo-dpo-4502-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-4502-v1/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-4502-v1-mkmlizer completed after 124.87s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-4502-v1-mkmlizer
Pipeline stage MKMLizer completed in 125.38s
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Creating inference service chaiml-mistral-nemo-dpo-4502-v1
Waiting for inference service chaiml-mistral-nemo-dpo-4502-v1 to be ready
Inference service chaiml-mistral-nemo-dpo-4502-v1 ready after 321.1073052883148s
Pipeline stage MKMLDeployer completed in 321.84s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.9584558010101318s
Received healthy response to inference request in 1.5187513828277588s
Received healthy response to inference request in 1.4193894863128662s
Received healthy response to inference request in 1.0416004657745361s
Received healthy response to inference request in 1.4813520908355713s
5 requests
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5th percentile: 1.1171582698822022
10th percentile: 1.1927160739898681
20th percentile: 1.3438316822052
30th percentile: 1.4317820072174072
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80th percentile: 1.6066922664642336
90th percentile: 1.7825740337371827
95th percentile: 1.870514917373657
99th percentile: 1.9408676242828369
mean time: 1.4839098453521729
Pipeline stage StressChecker completed in 8.86s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2216.43s
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chaiml-mistral-nemo-dpo-_4502_v1 status is now inactive due to auto deactivation removed underperforming models