cycy233-nemo-p-v1-c2

developer_uid: shiroe40

submission_id: cycy233-nemo-p-v1-c2_v2

model_name: auto

model_group: cycy233/nemo-p-v1-c2

status: torndown

timestamp: 2024-09-18T01:46:58+00:00

num_battles: 10129

num_wins: 4799

celo_rating: 1233.56

family_friendly_score: 0.0

submission_type: basic

model_repo: cycy233/nemo-p-v1-c2

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6836448490612167, 'latency_mean': 1.462681667804718, 'latency_p50': 1.467315912246704, 'latency_p90': 1.6152836561203003}, {'batch_size': 3, 'throughput': 1.3101246077308077, 'latency_mean': 2.282876043319702, 'latency_p50': 2.2756210565567017, 'latency_p90': 2.543252730369568}, {'batch_size': 5, 'throughput': 1.5323651193865484, 'latency_mean': 3.2482148027420044, 'latency_p50': 3.2518198490142822, 'latency_p90': 3.6768850326538085}, {'batch_size': 6, 'throughput': 1.5855263263839516, 'latency_mean': 3.771814466714859, 'latency_p50': 3.7761868238449097, 'latency_p90': 4.231075429916381}, {'batch_size': 8, 'throughput': 1.575778391301235, 'latency_mean': 5.036806298494339, 'latency_p50': 5.086249351501465, 'latency_p90': 5.679666972160339}, {'batch_size': 10, 'throughput': 1.5301859964787952, 'latency_mean': 6.4929718124866485, 'latency_p50': 6.5314013957977295, 'latency_p90': 7.4537567615509035}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: auto

is_internal_developer: False

language_model: cycy233/nemo-p-v1-c2

model_size: 13B

ranking_group: single

throughput_3p7s: 1.58

us_pacific_date: 2024-09-17

win_ratio: 0.47378813308322637

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': 512, '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
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Running pipeline stage MKMLizer
Starting job with name cycy233-nemo-p-v1-c2-v2-mkmlizer
Waiting for job on cycy233-nemo-p-v1-c2-v2-mkmlizer to finish
cycy233-nemo-p-v1-c2-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║     _____            __           __                                ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║       /___/                                                         ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║                                                                     ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  Version: 0.10.1                                                    ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  https://mk1.ai                                                     ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║                                                                     ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  belonging to:                                                      ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║                                                                     ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  Chai Research Corp.                                                ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ║                                                                     ║
cycy233-nemo-p-v1-c2-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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cycy233-nemo-p-v1-c2-v2-mkmlizer: Downloaded to shared memory in 35.763s
cycy233-nemo-p-v1-c2-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpg7wsy9t0, device:0
cycy233-nemo-p-v1-c2-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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cycy233-nemo-p-v1-c2-v2-mkmlizer: quantized model in 36.166s
cycy233-nemo-p-v1-c2-v2-mkmlizer: Processed model cycy233/nemo-p-v1-c2 in 71.930s
cycy233-nemo-p-v1-c2-v2-mkmlizer: creating bucket guanaco-mkml-models
cycy233-nemo-p-v1-c2-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cycy233-nemo-p-v1-c2-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cycy233-nemo-p-v1-c2-v2
cycy233-nemo-p-v1-c2-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cycy233-nemo-p-v1-c2-v2/config.json
cycy233-nemo-p-v1-c2-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cycy233-nemo-p-v1-c2-v2/special_tokens_map.json
cycy233-nemo-p-v1-c2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cycy233-nemo-p-v1-c2-v2/tokenizer_config.json
cycy233-nemo-p-v1-c2-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cycy233-nemo-p-v1-c2-v2/tokenizer.json
cycy233-nemo-p-v1-c2-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cycy233-nemo-p-v1-c2-v2/flywheel_model.0.safetensors
cycy233-nemo-p-v1-c2-v2-mkmlizer: 
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Job cycy233-nemo-p-v1-c2-v2-mkmlizer completed after 105.34s with status: succeeded
Stopping job with name cycy233-nemo-p-v1-c2-v2-mkmlizer
Pipeline stage MKMLizer completed in 106.59s
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Creating inference service cycy233-nemo-p-v1-c2-v2
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Failed to get response for submission function_sabet_2024-09-10: ('http://chaiml-llama-8b-pairwis-8189-v27-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:43142->127.0.0.1:8080: read: connection reset by peer\n')
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Inference service cycy233-nemo-p-v1-c2-v2 ready after 181.140643119812s
Pipeline stage MKMLDeployer completed in 182.06s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.04421067237854s
Received healthy response to inference request in 2.524914026260376s
Received healthy response to inference request in 2.3206236362457275s
Received healthy response to inference request in 2.1821646690368652s
Received healthy response to inference request in 2.104914426803589s
5 requests
0 failed requests
5th percentile: 2.120364475250244
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mean time: 2.4353654861450194
Pipeline stage StressChecker completed in 12.96s
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Creating inference service cycy233-nemo-p-v1-c2-v2-profiler
Waiting for inference service cycy233-nemo-p-v1-c2-v2-profiler to be ready
Inference service cycy233-nemo-p-v1-c2-v2-profiler ready after 190.4679775238037s
Pipeline stage MKMLProfilerDeployer completed in 190.86s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/cycy233-nemo-p-v1-c2-v2-profiler-predictor-00001-deploymenbvz4g:/code/chaiverse_profiler_1726624559 --namespace tenant-chaiml-guanaco
kubectl exec -it cycy233-nemo-p-v1-c2-v2-profiler-predictor-00001-deploymenbvz4g --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726624559 && 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 512 --output_tokens 64 --summary /code/chaiverse_profiler_1726624559/summary.json'
kubectl exec -it cycy233-nemo-p-v1-c2-v2-profiler-predictor-00001-deploymenbvz4g --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726624559/summary.json'
Pipeline stage MKMLProfilerRunner completed in 963.82s
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Pipeline stage MKMLProfilerDeleter completed in 1.92s
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cycy233-nemo-p-v1-c2_v2 status is now inactive due to auto deactivation removed underperforming models
cycy233-nemo-p-v1-c2_v2 status is now torndown due to DeploymentManager action
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admin requested tearing down of chaiml-0917-bot-dominant_6324_v2
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