arliai-mistral-nemo-12b_91041

developer_uid: NischayDnk

submission_id: arliai-mistral-nemo-12b_91041_v5

model_name: arliai-mistral-nemo-12b_91041_v5

model_group: ArliAI/Mistral-Nemo-12B-

status: torndown

timestamp: 2025-01-05T07:55:22+00:00

num_battles: 13769

num_wins: 7020

celo_rating: 1257.13

family_friendly_score: 0.5878

family_friendly_standard_error: 0.006961194725045407

submission_type: basic

model_repo: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6164485763101888, 'latency_mean': 1.6221336424350739, 'latency_p50': 1.6087009906768799, 'latency_p90': 1.7884751558303833}, {'batch_size': 3, 'throughput': 1.1233917670723383, 'latency_mean': 2.659547210931778, 'latency_p50': 2.6727863550186157, 'latency_p90': 2.9169708251953126}, {'batch_size': 5, 'throughput': 1.3554865333423605, 'latency_mean': 3.6652533483505247, 'latency_p50': 3.6493500471115112, 'latency_p90': 4.042945504188538}, {'batch_size': 6, 'throughput': 1.4252575420473215, 'latency_mean': 4.1869228553771975, 'latency_p50': 4.179206013679504, 'latency_p90': 4.670122075080871}, {'batch_size': 8, 'throughput': 1.5078731842724538, 'latency_mean': 5.277913060188293, 'latency_p50': 5.324211359024048, 'latency_p90': 5.973999667167663}, {'batch_size': 10, 'throughput': 1.5467806162334834, 'latency_mean': 6.420983842611313, 'latency_p50': 6.428913474082947, 'latency_p90': 7.240590262413025}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: arliai-mistral-nemo-12b_91041_v5

is_internal_developer: False

language_model: ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1

model_size: 13B

ranking_group: single

throughput_3p7s: 1.37

us_pacific_date: 2025-01-04

win_ratio: 0.5098409470549786

generation_params: {'temperature': 0.94, 'top_p': 0.95, 'min_p': 0.05, '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': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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 arliai-mistral-nemo-12b-91041-v5-mkmlizer
Waiting for job on arliai-mistral-nemo-12b-91041-v5-mkmlizer to finish
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║     _____            __           __                                ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║       /___/                                                         ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║                                                                     ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  Version: 0.11.12                                                   ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  https://mk1.ai                                                     ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║                                                                     ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  belonging to:                                                      ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║                                                                     ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  Chai Research Corp.                                                ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ║                                                                     ║
arliai-mistral-nemo-12b-91041-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-20k-624-b_93859_v1: HTTPConnectionPool(host='rirv938-viral-20k-624-b-93859-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
arliai-mistral-nemo-12b-91041-v5-mkmlizer: Downloaded to shared memory in 41.911s
arliai-mistral-nemo-12b-91041-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplejkbqur, device:0
arliai-mistral-nemo-12b-91041-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
arliai-mistral-nemo-12b-91041-v5-mkmlizer: quantized model in 35.445s
arliai-mistral-nemo-12b-91041-v5-mkmlizer: Processed model ArliAI/Mistral-Nemo-12B-ArliAI-RPMax-v1.1 in 77.356s
arliai-mistral-nemo-12b-91041-v5-mkmlizer: creating bucket guanaco-mkml-models
arliai-mistral-nemo-12b-91041-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
arliai-mistral-nemo-12b-91041-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/arliai-mistral-nemo-12b-91041-v5
arliai-mistral-nemo-12b-91041-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/arliai-mistral-nemo-12b-91041-v5/config.json
arliai-mistral-nemo-12b-91041-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/arliai-mistral-nemo-12b-91041-v5/special_tokens_map.json
arliai-mistral-nemo-12b-91041-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/arliai-mistral-nemo-12b-91041-v5/tokenizer_config.json
arliai-mistral-nemo-12b-91041-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/arliai-mistral-nemo-12b-91041-v5/tokenizer.json
Failed to get response for submission rirv938-viral-20k-624-b_93859_v1: HTTPConnectionPool(host='rirv938-viral-20k-624-b-93859-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
arliai-mistral-nemo-12b-91041-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/arliai-mistral-nemo-12b-91041-v5/flywheel_model.0.safetensors
arliai-mistral-nemo-12b-91041-v5-mkmlizer: 
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Job arliai-mistral-nemo-12b-91041-v5-mkmlizer completed after 237.8s with status: succeeded
Stopping job with name arliai-mistral-nemo-12b-91041-v5-mkmlizer
Pipeline stage MKMLizer completed in 238.31s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service arliai-mistral-nemo-12b-91041-v5
Waiting for inference service arliai-mistral-nemo-12b-91041-v5 to be ready
Failed to get response for submission rirv938-viral-20k-624-b_93859_v1: HTTPConnectionPool(host='rirv938-viral-20k-624-b-93859-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-mistralnemo-_95255_v1: HTTPConnectionPool(host='nischaydnk-mistralnemo-95255-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-20k-624-b_93859_v1: HTTPConnectionPool(host='rirv938-viral-20k-624-b-93859-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-20k-624-b_93859_v1: HTTPConnectionPool(host='rirv938-viral-20k-624-b-93859-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission rirv938-viral-20k-624-b_93859_v1: HTTPConnectionPool(host='rirv938-viral-20k-624-b-93859-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service arliai-mistral-nemo-12b-91041-v5 ready after 331.53357195854187s
Pipeline stage MKMLDeployer completed in 332.12s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.306151866912842s
Received healthy response to inference request in 1.8163044452667236s
Received healthy response to inference request in 1.7357463836669922s
Received healthy response to inference request in 1.6988427639007568s
Failed to get response for submission mistralai-mistral-sma_53415_v100: HTTPConnectionPool(host='mistralai-mistral-sma-53415-v100-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Received healthy response to inference request in 1.6660025119781494s
5 requests
0 failed requests
5th percentile: 1.672570562362671
10th percentile: 1.6791386127471923
20th percentile: 1.6922747135162353
30th percentile: 1.706223487854004
40th percentile: 1.720984935760498
50th percentile: 1.7357463836669922
60th percentile: 1.7679696083068848
70th percentile: 1.8001928329467773
80th percentile: 1.9142739295959474
90th percentile: 2.1102128982543946
95th percentile: 2.208182382583618
99th percentile: 2.286557970046997
mean time: 1.8446095943450929
Pipeline stage StressChecker completed in 10.68s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.70s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
Shutdown handler de-registered
arliai-mistral-nemo-12b_91041_v5 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 6014.23s
Shutdown handler de-registered
arliai-mistral-nemo-12b_91041_v5 status is now inactive due to auto deactivation removed underperforming models
arliai-mistral-nemo-12b_91041_v5 status is now torndown due to DeploymentManager action
arliai-mistral-nemo-12b_91041_v5 status is now torndown due to DeploymentManager action
arliai-mistral-nemo-12b_91041_v5 status is now torndown due to DeploymentManager action