mistralai-mistral-nem_93303

developer_uid: huohuo12

submission_id: mistralai-mistral-nem_93303_v405

model_name: mistralai-mistral-nem_93303_v405

model_group: mistralai/Mistral-Nemo-I

status: torndown

timestamp: 2025-02-20T05:59:39+00:00

num_battles: 5404

num_wins: 2567

celo_rating: 1234.84

family_friendly_score: 0.6078

family_friendly_standard_error: 0.006904768786860281

submission_type: basic

model_repo: mistralai/Mistral-Nemo-Instruct-2407

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6039163692260557, 'latency_mean': 1.6557938635349274, 'latency_p50': 1.6596966981887817, 'latency_p90': 1.8205758333206177}, {'batch_size': 3, 'throughput': 1.1144619690939794, 'latency_mean': 2.6818252086639403, 'latency_p50': 2.6764107942581177, 'latency_p90': 2.9363452672958372}, {'batch_size': 5, 'throughput': 1.3451267081259681, 'latency_mean': 3.7029516994953156, 'latency_p50': 3.6926462650299072, 'latency_p90': 4.108788776397705}, {'batch_size': 6, 'throughput': 1.4210846514565874, 'latency_mean': 4.198353188037872, 'latency_p50': 4.174480557441711, 'latency_p90': 4.756829643249511}, {'batch_size': 8, 'throughput': 1.4988905109948667, 'latency_mean': 5.305712543725967, 'latency_p50': 5.303156614303589, 'latency_p90': 5.9648470163345335}, {'batch_size': 10, 'throughput': 1.515832912618393, 'latency_mean': 6.537393292188645, 'latency_p50': 6.579383730888367, 'latency_p90': 7.417876839637756}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: mistralai-mistral-nem_93303_v405

is_internal_developer: False

language_model: mistralai/Mistral-Nemo-Instruct-2407

model_size: 13B

ranking_group: single

throughput_3p7s: 1.35

us_pacific_date: 2025-02-19

win_ratio: 0.4750185048112509

generation_params: {'temperature': 0.9, 'top_p': 0.92, 'min_p': 0.01, 'top_k': 55, 'presence_penalty': 0.6, 'frequency_penalty': 0.3, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\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
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Running pipeline stage MKMLizer
Starting job with name mistralai-mistral-nem-93303-v405-mkmlizer
Waiting for job on mistralai-mistral-nem-93303-v405-mkmlizer to finish
mistralai-mistral-nem-93303-v405-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
mistralai-mistral-nem-93303-v405-mkmlizer: ║     _____            __           __                                ║
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mistralai-mistral-nem-93303-v405-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║       /___/                                                         ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  Version: 0.12.8                                                    ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  https://mk1.ai                                                     ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  The license key for the current software has been verified as      ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  belonging to:                                                      ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  Chai Research Corp.                                                ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
mistralai-mistral-nem-93303-v405-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v405-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
mistralai-mistral-nem-93303-v405-mkmlizer: Downloaded to shared memory in 57.303s
mistralai-mistral-nem-93303-v405-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpihvldezu, device:0
mistralai-mistral-nem-93303-v405-mkmlizer: Saving flywheel model at /dev/shm/model_cache
mistralai-mistral-nem-93303-v405-mkmlizer: quantized model in 38.934s
mistralai-mistral-nem-93303-v405-mkmlizer: Processed model mistralai/Mistral-Nemo-Instruct-2407 in 96.238s
mistralai-mistral-nem-93303-v405-mkmlizer: creating bucket guanaco-mkml-models
mistralai-mistral-nem-93303-v405-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
mistralai-mistral-nem-93303-v405-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v405
mistralai-mistral-nem-93303-v405-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v405/config.json
mistralai-mistral-nem-93303-v405-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v405/special_tokens_map.json
mistralai-mistral-nem-93303-v405-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v405/tokenizer_config.json
mistralai-mistral-nem-93303-v405-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v405/tokenizer.json
mistralai-mistral-nem-93303-v405-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v405/flywheel_model.0.safetensors
Job mistralai-mistral-nem-93303-v405-mkmlizer completed after 125.22s with status: succeeded
Stopping job with name mistralai-mistral-nem-93303-v405-mkmlizer
Pipeline stage MKMLizer completed in 125.71s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
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Running pipeline stage MKMLDeployer
Creating inference service mistralai-mistral-nem-93303-v405
Waiting for inference service mistralai-mistral-nem-93303-v405 to be ready
Inference service mistralai-mistral-nem-93303-v405 ready after 180.61247539520264s
Pipeline stage MKMLDeployer completed in 181.14s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.449578285217285s
Received healthy response to inference request in 1.5586955547332764s
Received healthy response to inference request in 1.7695486545562744s
Received healthy response to inference request in 1.6900646686553955s
Received healthy response to inference request in 1.7748167514801025s
5 requests
0 failed requests
5th percentile: 1.5849693775177003
10th percentile: 1.611243200302124
20th percentile: 1.6637908458709716
30th percentile: 1.7059614658355713
40th percentile: 1.7377550601959229
50th percentile: 1.7695486545562744
60th percentile: 1.7716558933258058
70th percentile: 1.7737631320953369
80th percentile: 1.909769058227539
90th percentile: 2.179673671722412
95th percentile: 2.3146259784698486
99th percentile: 2.422587823867798
mean time: 1.8485407829284668
Pipeline stage StressChecker completed in 10.48s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.65s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.61s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v405 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 2397.87s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v405 status is now inactive due to auto deactivation removed underperforming models
mistralai-mistral-nem_93303_v405 status is now torndown due to DeploymentManager action
mistralai-mistral-nem_93303_v405 status is now torndown due to DeploymentManager action
mistralai-mistral-nem_93303_v405 status is now torndown due to DeploymentManager action

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