mistralai-mistral-nem_93303

developer_uid: Jellywibble

submission_id: mistralai-mistral-nem_93303_v445

model_name: mistralai-mistral-nem_93303_v445

model_group: mistralai/Mistral-Nemo-I

status: torndown

timestamp: 2025-02-28T23:00:15+00:00

num_battles: 9974

num_wins: 4512

celo_rating: 1244.11

family_friendly_score: 0.595

family_friendly_standard_error: 0.00694226187924368

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': 0.6043090336803113, 'latency_mean': 1.6547138249874116, 'latency_p50': 1.669105052947998, 'latency_p90': 1.8080072164535521}, {'batch_size': 3, 'throughput': 1.103502693455762, 'latency_mean': 2.7093226969242097, 'latency_p50': 2.7324241399765015, 'latency_p90': 2.985202670097351}, {'batch_size': 5, 'throughput': 1.3290203274927557, 'latency_mean': 3.744086617231369, 'latency_p50': 3.7694449424743652, 'latency_p90': 4.17423267364502}, {'batch_size': 6, 'throughput': 1.4089751791201197, 'latency_mean': 4.231591191291809, 'latency_p50': 4.223904371261597, 'latency_p90': 4.725054025650024}, {'batch_size': 8, 'throughput': 1.4726015747981236, 'latency_mean': 5.390592812299729, 'latency_p50': 5.370905041694641, 'latency_p90': 6.11373884677887}, {'batch_size': 10, 'throughput': 1.4963301079089757, 'latency_mean': 6.6257075238227845, 'latency_p50': 6.579441070556641, 'latency_p90': 7.425954556465149}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: mistralai-mistral-nem_93303_v445

is_internal_developer: True

language_model: mistralai/Mistral-Nemo-Instruct-2407

model_size: 13B

ranking_group: single

throughput_3p7s: 1.33

us_pacific_date: 2025-02-28

win_ratio: 0.4523761780629637

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'], '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': '{bot_name}:', 'truncate_by_message': True}

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-v445-mkmlizer
Waiting for job on mistralai-mistral-nem-93303-v445-mkmlizer to finish
Failed to get response for submission nischaydnk-exp6dpo-chai_10669_v1: HTTPConnectionPool(host='nischaydnk-exp6dpo-chai-10669-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
mistralai-mistral-nem-93303-v445-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
mistralai-mistral-nem-93303-v445-mkmlizer: ║     _____            __           __                                ║
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mistralai-mistral-nem-93303-v445-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║       /___/                                                         ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  Version: 0.12.8                                                    ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  https://mk1.ai                                                     ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  The license key for the current software has been verified as      ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  belonging to:                                                      ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  Chai Research Corp.                                                ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
mistralai-mistral-nem-93303-v445-mkmlizer: ║                                                                     ║
mistralai-mistral-nem-93303-v445-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
mistralai-mistral-nem-93303-v445-mkmlizer: Downloaded to shared memory in 50.955s
mistralai-mistral-nem-93303-v445-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp67vdm8gg, device:0
mistralai-mistral-nem-93303-v445-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission nischaydnk-exp6dpo-chai_10669_v1: HTTPConnectionPool(host='nischaydnk-exp6dpo-chai-10669-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp6dpo-chai_10669_v1: HTTPConnectionPool(host='nischaydnk-exp6dpo-chai-10669-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
mistralai-mistral-nem-93303-v445-mkmlizer: quantized model in 35.715s
mistralai-mistral-nem-93303-v445-mkmlizer: Processed model mistralai/Mistral-Nemo-Instruct-2407 in 86.671s
mistralai-mistral-nem-93303-v445-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
mistralai-mistral-nem-93303-v445-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v445
mistralai-mistral-nem-93303-v445-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v445/config.json
mistralai-mistral-nem-93303-v445-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v445/special_tokens_map.json
mistralai-mistral-nem-93303-v445-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v445/tokenizer_config.json
mistralai-mistral-nem-93303-v445-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v445/tokenizer.json
mistralai-mistral-nem-93303-v445-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/mistralai-mistral-nem-93303-v445/flywheel_model.0.safetensors
Job mistralai-mistral-nem-93303-v445-mkmlizer completed after 114.4s with status: succeeded
Stopping job with name mistralai-mistral-nem-93303-v445-mkmlizer
Pipeline stage MKMLizer completed in 114.90s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service mistralai-mistral-nem-93303-v445
Waiting for inference service mistralai-mistral-nem-93303-v445 to be ready
Failed to get response for submission nischaydnk-exp6dpo-chai_10669_v1: HTTPConnectionPool(host='nischaydnk-exp6dpo-chai-10669-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp6dpo-chai_10669_v1: HTTPConnectionPool(host='nischaydnk-exp6dpo-chai-10669-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp6dpo-chai_10669_v1: HTTPConnectionPool(host='nischaydnk-exp6dpo-chai-10669-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission nischaydnk-exp6dpo-chai_10669_v1: HTTPConnectionPool(host='nischaydnk-exp6dpo-chai-10669-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service mistralai-mistral-nem-93303-v445 ready after 150.5554757118225s
Pipeline stage MKMLDeployer completed in 151.07s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.9327821731567383s
Received healthy response to inference request in 1.1166329383850098s
Received healthy response to inference request in 0.9351398944854736s
Received healthy response to inference request in 0.8061270713806152s
Received healthy response to inference request in 1.6280295848846436s
5 requests
0 failed requests
5th percentile: 0.8319296360015869
10th percentile: 0.8577322006225586
20th percentile: 0.909337329864502
30th percentile: 0.9714385032653808
40th percentile: 1.0440357208251954
50th percentile: 1.1166329383850098
60th percentile: 1.3211915969848633
70th percentile: 1.5257502555847167
80th percentile: 1.6889801025390625
90th percentile: 1.8108811378479004
95th percentile: 1.8718316555023193
99th percentile: 1.9205920696258545
mean time: 1.283742332458496
Pipeline stage StressChecker completed in 7.73s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.69s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.72s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v445 status is now deployed due to DeploymentManager action
Shutdown handler registered
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Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.09s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service mistralai-mistral-nem-93303-v445-profiler
Waiting for inference service mistralai-mistral-nem-93303-v445-profiler to be ready
Inference service mistralai-mistral-nem-93303-v445-profiler ready after 150.5808732509613s
Pipeline stage MKMLProfilerDeployer completed in 150.98s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/mistralai-mistral-ne81f07e074001ebce28c95e664253c952-deplojd7rp:/code/chaiverse_profiler_1740784108 --namespace tenant-chaiml-guanaco
kubectl exec -it mistralai-mistral-ne81f07e074001ebce28c95e664253c952-deplojd7rp --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1740784108 && 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_1740784108/summary.json'
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3825.54s
Shutdown handler de-registered
mistralai-mistral-nem_93303_v445 status is now inactive due to auto deactivation removed underperforming models
mistralai-mistral-nem_93303_v445 status is now torndown due to DeploymentManager action