cycy233-nemo-p-e-v2-c4

developer_uid: shiroe40

submission_id: cycy233-nemo-p-e-v2-c4_v1

model_name: auto

model_group: cycy233/nemo-p-e-v2-c4

status: torndown

timestamp: 2024-09-23T06:38:54+00:00

num_battles: 64494

num_wins: 35973

celo_rating: 1285.75

family_friendly_score: 0.0

submission_type: basic

model_repo: cycy233/nemo-p-e-v2-c4

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6104464967671768, 'latency_mean': 1.638082319498062, 'latency_p50': 1.637527346611023, 'latency_p90': 1.8091560840606689}, {'batch_size': 3, 'throughput': 1.0687445264415816, 'latency_mean': 2.7963528168201446, 'latency_p50': 2.8021819591522217, 'latency_p90': 3.1798061609268187}, {'batch_size': 5, 'throughput': 1.210979443515792, 'latency_mean': 4.103957163095474, 'latency_p50': 4.109650135040283, 'latency_p90': 4.654695987701416}, {'batch_size': 6, 'throughput': 1.2259153266589196, 'latency_mean': 4.860736483335495, 'latency_p50': 4.8893715143203735, 'latency_p90': 5.442263984680176}, {'batch_size': 8, 'throughput': 1.2158465195989574, 'latency_mean': 6.5525545048713685, 'latency_p50': 6.543642282485962, 'latency_p90': 7.403339076042175}, {'batch_size': 10, 'throughput': 1.1753351248384938, 'latency_mean': 8.458709326982499, 'latency_p50': 8.450892329216003, 'latency_p90': 9.591595792770386}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: auto

is_internal_developer: False

language_model: cycy233/nemo-p-e-v2-c4

model_size: 13B

ranking_group: single

throughput_3p7s: 1.18

us_pacific_date: 2024-09-22

win_ratio: 0.557772816075914

generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>'], '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
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Running pipeline stage MKMLizer
Starting job with name cycy233-nemo-p-e-v2-c4-v1-mkmlizer
Waiting for job on cycy233-nemo-p-e-v2-c4-v1-mkmlizer to finish
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cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║     _____            __           __                                ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║       /___/                                                         ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║                                                                     ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  https://mk1.ai                                                     ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║                                                                     ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  belonging to:                                                      ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║                                                                     ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  Chai Research Corp.                                                ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ║                                                                     ║
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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cycy233-nemo-p-e-v2-c4-v1-mkmlizer: Downloaded to shared memory in 47.545s
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5tbv515i, device:0
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
admin requested tearing down of nousresearch-meta-llama_4939_v19
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cycy233-nemo-p-e-v2-c4-v1-mkmlizer: quantized model in 36.179s
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: Processed model cycy233/nemo-p-e-v2-c4 in 83.725s
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: creating bucket guanaco-mkml-models
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cycy233-nemo-p-e-v2-c4-v1
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cycy233-nemo-p-e-v2-c4-v1/config.json
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cycy233-nemo-p-e-v2-c4-v1/special_tokens_map.json
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cycy233-nemo-p-e-v2-c4-v1/tokenizer_config.json
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cycy233-nemo-p-e-v2-c4-v1/tokenizer.json
cycy233-nemo-p-e-v2-c4-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cycy233-nemo-p-e-v2-c4-v1/flywheel_model.0.safetensors
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Job cycy233-nemo-p-e-v2-c4-v1-mkmlizer completed after 106.91s with status: succeeded
Stopping job with name cycy233-nemo-p-e-v2-c4-v1-mkmlizer
Pipeline stage MKMLizer completed in 107.77s
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Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service cycy233-nemo-p-e-v2-c4-v1
Waiting for inference service cycy233-nemo-p-e-v2-c4-v1 to be ready
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Failed to get response for submission mistralai-mixtral-8x7b_3473_v136: ('http://mistralai-mixtral-8x7b-3473-v136-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:60910->127.0.0.1:8080: read: connection reset by peer\n')
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Inference service cycy233-nemo-p-e-v2-c4-v1 ready after 191.01308345794678s
Pipeline stage MKMLDeployer completed in 193.78s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.728339672088623s
Received healthy response to inference request in 1.9132890701293945s
Received healthy response to inference request in 2.2136011123657227s
Received healthy response to inference request in 2.642559051513672s
Received healthy response to inference request in 2.3885722160339355s
5 requests
0 failed requests
5th percentile: 1.9733514785766602
10th percentile: 2.033413887023926
20th percentile: 2.153538703918457
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40th percentile: 2.31858377456665
50th percentile: 2.3885722160339355
60th percentile: 2.49016695022583
70th percentile: 2.5917616844177247
80th percentile: 2.659715175628662
90th percentile: 2.6940274238586426
95th percentile: 2.711183547973633
99th percentile: 2.724908447265625
mean time: 2.3772722244262696
Pipeline stage StressChecker completed in 13.10s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 4.50s
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Creating inference service cycy233-nemo-p-e-v2-c4-v1-profiler
Waiting for inference service cycy233-nemo-p-e-v2-c4-v1-profiler to be ready
Inference service cycy233-nemo-p-e-v2-c4-v1-profiler ready after 200.48057532310486s
Pipeline stage MKMLProfilerDeployer completed in 200.90s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/cycy233-nemo-p-e-v2-c4-v1-profiler-predictor-00001-deploym8mnf4:/code/chaiverse_profiler_1727074095 --namespace tenant-chaiml-guanaco
kubectl exec -it cycy233-nemo-p-e-v2-c4-v1-profiler-predictor-00001-deploym8mnf4 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727074095 && 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_1727074095/summary.json'
kubectl exec -it cycy233-nemo-p-e-v2-c4-v1-profiler-predictor-00001-deploym8mnf4 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727074095/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1182.14s
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Running pipeline stage MKMLProfilerDeleter
Checking if service cycy233-nemo-p-e-v2-c4-v1-profiler is running
Tearing down inference service cycy233-nemo-p-e-v2-c4-v1-profiler
Service cycy233-nemo-p-e-v2-c4-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.06s
Shutdown handler de-registered
cycy233-nemo-p-e-v2-c4_v1 status is now inactive due to auto deactivation removed underperforming models
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Job rica40325-mistral-test1-v6-mkmlizer completed after 134.97s with status: succeeded
Pipeline stage MKMLModelDeleter completed in 19.15s
Pipeline stage MKMLModelDeleter completed in 16.64s
Shutdown handler de-registered
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Stopping job with name rica40325-mistral-test1-v6-mkmlizer
Shutdown handler de-registered
cycy233-nemo-p-e-v1-c2_v1 status is now torndown due to DeploymentManager action