developer_uid: azuruce
submission_id: nbeerbower-mistral-nemo-_3057_v2
model_name: nbeerbower-mistral-nemo-_3057_v2
model_group: nbeerbower/mistral-nemo-
status: torndown
timestamp: 2024-09-25T03:33:04+00:00
num_battles: 3028
num_wins: 1568
celo_rating: 1263.84
family_friendly_score: 0.5640938839990972
family_friendly_standard_error: 0.009100348954580447
submission_type: basic
model_repo: nbeerbower/mistral-nemo-gutenberg-12B-v4
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6200825966291668, 'latency_mean': 1.6126260101795196, 'latency_p50': 1.6181507110595703, 'latency_p90': 1.7811758041381835}, {'batch_size': 3, 'throughput': 1.0917879432423347, 'latency_mean': 2.740228680372238, 'latency_p50': 2.72244656085968, 'latency_p90': 2.9997036933898924}, {'batch_size': 5, 'throughput': 1.251122765128237, 'latency_mean': 3.983685413599014, 'latency_p50': 4.015988111495972, 'latency_p90': 4.431208610534668}, {'batch_size': 6, 'throughput': 1.2735065139516728, 'latency_mean': 4.679517498016358, 'latency_p50': 4.680206656455994, 'latency_p90': 5.2576168298721315}, {'batch_size': 8, 'throughput': 1.2554380732309234, 'latency_mean': 6.3463266241550444, 'latency_p50': 6.349069356918335, 'latency_p90': 7.18542058467865}, {'batch_size': 10, 'throughput': 1.208966051830109, 'latency_mean': 8.21177895784378, 'latency_p50': 8.179832696914673, 'latency_p90': 9.354012036323548}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: nbeerbower-mistral-nemo-_3057_v2
ineligible_reason: num_battles<5000
is_internal_developer: True
language_model: nbeerbower/mistral-nemo-gutenberg-12B-v4
model_size: 13B
ranking_group: single
throughput_3p7s: 1.23
us_pacific_date: 2024-09-24
win_ratio: 0.5178335535006605
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '<|eot_id|>', '<|end_of_text|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '### Response:\n{bot_name}:', 'truncate_by_message': False}
Resubmit model
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Running pipeline stage MKMLizer
Starting job with name nbeerbower-mistral-nemo-3057-v2-mkmlizer
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nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║     _____            __           __                                ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║       /___/                                                         ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║                                                                     ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  Version: 0.11.12                                                   ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  https://mk1.ai                                                     ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║                                                                     ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  belonging to:                                                      ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║                                                                     ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  Chai Research Corp.                                                ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ║                                                                     ║
nbeerbower-mistral-nemo-3057-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
nbeerbower-mistral-nemo-3057-v2-mkmlizer: Downloaded to shared memory in 31.078s
nbeerbower-mistral-nemo-3057-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpmyg0ibto, device:0
nbeerbower-mistral-nemo-3057-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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nbeerbower-mistral-nemo-3057-v2-mkmlizer: quantized model in 39.656s
nbeerbower-mistral-nemo-3057-v2-mkmlizer: Processed model nbeerbower/mistral-nemo-gutenberg-12B-v4 in 70.734s
nbeerbower-mistral-nemo-3057-v2-mkmlizer: creating bucket guanaco-mkml-models
nbeerbower-mistral-nemo-3057-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
nbeerbower-mistral-nemo-3057-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/nbeerbower-mistral-nemo-3057-v2
nbeerbower-mistral-nemo-3057-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/nbeerbower-mistral-nemo-3057-v2/config.json
nbeerbower-mistral-nemo-3057-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/nbeerbower-mistral-nemo-3057-v2/special_tokens_map.json
nbeerbower-mistral-nemo-3057-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/nbeerbower-mistral-nemo-3057-v2/tokenizer_config.json
nbeerbower-mistral-nemo-3057-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/nbeerbower-mistral-nemo-3057-v2/tokenizer.json
Job nbeerbower-mistral-nemo-3057-v2-mkmlizer completed after 117.71s with status: succeeded
Stopping job with name nbeerbower-mistral-nemo-3057-v2-mkmlizer
Pipeline stage MKMLizer completed in 118.40s
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Inference service nbeerbower-mistral-nemo-3057-v2 ready after 203.1347200870514s
Pipeline stage MKMLDeployer completed in 203.52s
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Received healthy response to inference request in 3.622114896774292s
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Received healthy response to inference request in 3.0524535179138184s
Received healthy response to inference request in 3.09255313873291s
Received healthy response to inference request in 3.5324196815490723s
5 requests
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mean time: 2.9708478927612303
Pipeline stage StressChecker completed in 16.07s
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Inference service nbeerbower-mistral-nemo-3057-v2-profiler ready after 210.4844434261322s
Pipeline stage MKMLProfilerDeployer completed in 210.92s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/nbeerbower-mistral-n40810296d70db1b62b018384d89368d6-deplog8mc4:/code/chaiverse_profiler_1727235793 --namespace tenant-chaiml-guanaco
kubectl exec -it nbeerbower-mistral-n40810296d70db1b62b018384d89368d6-deplog8mc4 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727235793 && python profiles.py profile --best_of_n 8 --auto_batch 5 --batches 1,5,10,15,20,25,30,35,40,45,50,55,60,65,70,75,80,85,90,95,100,105,110,115,120,125,130,135,140,145,150,155,160,165,170,175,180,185,190,195 --samples 200 --input_tokens 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1727235793/summary.json'
kubectl exec -it nbeerbower-mistral-n40810296d70db1b62b018384d89368d6-deplog8mc4 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727235793/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1154.33s
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nbeerbower-mistral-nemo-_3057_v2 status is now inactive due to auto deactivation removed underperforming models
nbeerbower-mistral-nemo-_3057_v2 status is now torndown due to DeploymentManager action