developer_uid: NischayDnk
submission_id: mistralai-mistral-nem_93303_v429
model_name: defaultnemo
model_group: mistralai/Mistral-Nemo-I
status: torndown
timestamp: 2025-02-21T10:29:06+00:00
num_battles: 13450
num_wins: 5998
celo_rating: 1239.01
family_friendly_score: 0.6113999999999999
family_friendly_standard_error: 0.006893330689876991
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
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.5919262026014448, 'latency_mean': 1.6893251812458039, 'latency_p50': 1.7048170566558838, 'latency_p90': 1.8563522338867187}, {'batch_size': 3, 'throughput': 1.0658543219309646, 'latency_mean': 2.802256430387497, 'latency_p50': 2.8197211027145386, 'latency_p90': 3.051678419113159}, {'batch_size': 5, 'throughput': 1.2785758363291826, 'latency_mean': 3.885944880247116, 'latency_p50': 3.896820306777954, 'latency_p90': 4.384701752662658}, {'batch_size': 6, 'throughput': 1.343920768841013, 'latency_mean': 4.439075717926025, 'latency_p50': 4.4532166719436646, 'latency_p90': 4.939654994010925}, {'batch_size': 8, 'throughput': 1.3926788962703378, 'latency_mean': 5.706314091682434, 'latency_p50': 5.700978517532349, 'latency_p90': 6.31599383354187}, {'batch_size': 10, 'throughput': 1.4387534092258254, 'latency_mean': 6.890913331508637, 'latency_p50': 6.84792172908783, 'latency_p90': 7.851258563995361}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: defaultnemo
is_internal_developer: False
language_model: mistralai/Mistral-Nemo-Instruct-2407
model_size: 13B
ranking_group: single
throughput_3p7s: 1.26
us_pacific_date: 2025-02-21
win_ratio: 0.44594795539033455
generation_params: {'temperature': 0.9, 'top_p': 0.96, 'min_p': 0.02, 'top_k': 40, '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': '<|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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name mistralai-mistral-nem-93303-v429-mkmlizer
Waiting for job on mistralai-mistral-nem-93303-v429-mkmlizer to finish
mistralai-mistral-nem-93303-v429-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
mistralai-mistral-nem-93303-v429-mkmlizer: ║     _____            __           __                                ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║       /___/                                                         ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  Version: 0.12.8                                                    ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  https://mk1.ai                                                     ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  The license key for the current software has been verified as      ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  belonging to:                                                      ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  Chai Research Corp.                                                ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
mistralai-mistral-nem-93303-v429-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v429-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
mistralai-mistral-nem-93303-v429-mkmlizer: Downloaded to shared memory in 55.116s
mistralai-mistral-nem-93303-v429-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5nb7rlp8, device:0
mistralai-mistral-nem-93303-v429-mkmlizer: Saving flywheel model at /dev/shm/model_cache
mistralai-mistral-nem-93303-v429-mkmlizer: quantized model in 36.059s
mistralai-mistral-nem-93303-v429-mkmlizer: Processed model mistralai/Mistral-Nemo-Instruct-2407 in 91.175s
mistralai-mistral-nem-93303-v429-mkmlizer: creating bucket guanaco-mkml-models
mistralai-mistral-nem-93303-v429-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
mistralai-mistral-nem-93303-v429-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v429
mistralai-mistral-nem-93303-v429-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v429/config.json
mistralai-mistral-nem-93303-v429-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v429/special_tokens_map.json
mistralai-mistral-nem-93303-v429-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v429/tokenizer_config.json
mistralai-mistral-nem-93303-v429-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v429/flywheel_model.0.safetensors
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Job mistralai-mistral-nem-93303-v429-mkmlizer completed after 114.28s with status: succeeded
Stopping job with name mistralai-mistral-nem-93303-v429-mkmlizer
Pipeline stage MKMLizer completed in 114.75s
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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 mistralai-mistral-nem-93303-v429
Waiting for inference service mistralai-mistral-nem-93303-v429 to be ready
Inference service mistralai-mistral-nem-93303-v429 ready after 210.71898818016052s
Pipeline stage MKMLDeployer completed in 211.23s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.277660369873047s
Received healthy response to inference request in 2.127014636993408s
Received healthy response to inference request in 1.7563319206237793s
Received healthy response to inference request in 1.6068105697631836s
Received healthy response to inference request in 1.7184996604919434s
5 requests
0 failed requests
5th percentile: 1.6291483879089355
10th percentile: 1.6514862060546875
20th percentile: 1.6961618423461915
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40th percentile: 1.741199016571045
50th percentile: 1.7563319206237793
60th percentile: 1.904605007171631
70th percentile: 2.052878093719482
80th percentile: 2.157143783569336
90th percentile: 2.2174020767211915
95th percentile: 2.247531223297119
99th percentile: 2.2716345405578613
mean time: 1.8972634315490722
Pipeline stage StressChecker completed in 10.85s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4726.96s
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mistralai-mistral-nem_93303_v429 status is now torndown due to DeploymentManager action