chaiml-mistral-nemo-dpo-_2986

developer_uid: azuruce

submission_id: chaiml-mistral-nemo-dpo-_2986_v2

model_name: chaiml-mistral-nemo-dpo-_2986_v2

model_group: ChaiML/mistral_nemo_dpo_

status: inactive

timestamp: 2024-12-18T17:14:02+00:00

num_battles: 14297

num_wins: 6964

celo_rating: 1253.0

family_friendly_score: 0.5804

family_friendly_standard_error: 0.006979052084631551

submission_type: basic

model_repo: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-2496

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 4

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6336206004573169, 'latency_mean': 1.5781418657302857, 'latency_p50': 1.568589210510254, 'latency_p90': 1.7418282508850098}, {'batch_size': 3, 'throughput': 1.2288513267438188, 'latency_mean': 2.431354775428772, 'latency_p50': 2.4424926042556763, 'latency_p90': 2.677796816825867}, {'batch_size': 5, 'throughput': 1.5681957068089625, 'latency_mean': 3.1760420536994936, 'latency_p50': 3.1795588731765747, 'latency_p90': 3.493839168548584}, {'batch_size': 6, 'throughput': 1.6578263246861795, 'latency_mean': 3.6022350347042082, 'latency_p50': 3.6158881187438965, 'latency_p90': 4.067647194862365}, {'batch_size': 8, 'throughput': 1.8053900343060152, 'latency_mean': 4.393022730350494, 'latency_p50': 4.41608190536499, 'latency_p90': 4.942418098449707}, {'batch_size': 10, 'throughput': 1.873867675836427, 'latency_mean': 5.291149744987488, 'latency_p50': 5.334542155265808, 'latency_p90': 6.107071042060852}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-mistral-nemo-dpo-_2986_v2

is_internal_developer: True

language_model: ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-2496

model_size: 13B

ranking_group: single

throughput_3p7s: 1.69

us_pacific_date: 2024-12-18

win_ratio: 0.4870951947961111

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': '####\n{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-2986-v2-mkmlizer
Waiting for job on chaiml-mistral-nemo-dpo-2986-v2-mkmlizer to finish
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║       /___/                                                         ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ║                                                                     ║
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: Downloaded to shared memory in 34.357s
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpcnoox654, device:0
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: quantized model in 37.188s
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: Processed model ChaiML/mistral_nemo_dpo_241217_albert_v1-checkpoint-2496 in 71.546s
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2986-v2
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2986-v2/config.json
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2986-v2/special_tokens_map.json
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2986-v2/tokenizer_config.json
chaiml-mistral-nemo-dpo-2986-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-mistral-nemo-dpo-2986-v2/flywheel_model.0.safetensors
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Job chaiml-mistral-nemo-dpo-2986-v2-mkmlizer completed after 104.45s with status: succeeded
Stopping job with name chaiml-mistral-nemo-dpo-2986-v2-mkmlizer
Pipeline stage MKMLizer completed in 104.97s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-mistral-nemo-dpo-2986-v2
Waiting for inference service chaiml-mistral-nemo-dpo-2986-v2 to be ready
Inference service chaiml-mistral-nemo-dpo-2986-v2 ready after 230.81406331062317s
Pipeline stage MKMLDeployer completed in 231.34s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.698990821838379s
Received healthy response to inference request in 1.0482885837554932s
Received healthy response to inference request in 0.9635279178619385s
Received healthy response to inference request in 0.913752555847168s
Received healthy response to inference request in 1.0780179500579834s
5 requests
0 failed requests
5th percentile: 0.9237076282501221
10th percentile: 0.9336627006530762
20th percentile: 0.9535728454589844
30th percentile: 0.9804800510406494
40th percentile: 1.0143843173980713
50th percentile: 1.0482885837554932
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70th percentile: 1.0720720767974854
80th percentile: 1.2022125244140627
90th percentile: 1.4506016731262208
95th percentile: 1.5747962474822996
99th percentile: 1.674151906967163
mean time: 1.1405155658721924
Pipeline stage StressChecker completed in 7.00s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3049.61s
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chaiml-mistral-nemo-dpo-_2986_v2 status is now inactive due to auto deactivation removed underperforming models