bbchicago-nana-nemo-12b-v1-0

submission_id: bbchicago-nana-nemo-12b-v1-0_v6

developer_uid: Bbbrun0

best_of: 8

celo_rating: 1285.94

display_name: bbchicago-nana-nemo-12b-v1-0_v1

family_friendly_score: 0.5340083870307866

family_friendly_standard_error: 0.00871944007066262

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}

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', 'Bot:', 'User:', 'You:', 'Me:', '####'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

gpu_counts: {'NVIDIA RTX A5000': 1}

ineligible_reason: num_battles<5000

is_internal_developer: False

language_model: BBChicago/Nana-nemo-12B_v1.0

latencies: [{'batch_size': 1, 'throughput': 0.6113055024464094, 'latency_mean': 1.6357840025424957, 'latency_p50': 1.6437416076660156, 'latency_p90': 1.7863696336746215}, {'batch_size': 3, 'throughput': 1.0763746563870362, 'latency_mean': 2.774738953113556, 'latency_p50': 2.7881284952163696, 'latency_p90': 3.056043553352356}, {'batch_size': 5, 'throughput': 1.2265152063900682, 'latency_mean': 4.062167294025421, 'latency_p50': 4.058287262916565, 'latency_p90': 4.596017122268677}, {'batch_size': 6, 'throughput': 1.2569751878300355, 'latency_mean': 4.75521466255188, 'latency_p50': 4.766133666038513, 'latency_p90': 5.350854468345642}, {'batch_size': 8, 'throughput': 1.2407036720942266, 'latency_mean': 6.417462233304978, 'latency_p50': 6.419491171836853, 'latency_p90': 7.26768729686737}, {'batch_size': 10, 'throughput': 1.2087093641206932, 'latency_mean': 8.221727788448334, 'latency_p50': 8.235501289367676, 'latency_p90': 9.421228384971618}]

max_input_tokens: 1024

max_output_tokens: 64

model_architecture: MistralForCausalLM

model_group: BBChicago/Nana-nemo-12B_

model_name: bbchicago-nana-nemo-12b-v1-0_v1

model_num_parameters: 12772070400.0

model_repo: BBChicago/Nana-nemo-12B_v1.0

model_size: 13B

num_battles: 3349

num_wins: 1821

ranking_group: single

status: torndown

submission_type: basic

throughput_3p7s: 1.2

timestamp: 2024-09-25T04:50:59+00:00

us_pacific_date: 2024-09-24

win_ratio: 0.5437444013138251

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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 bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer
Waiting for job on bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer to finish
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║     _____            __           __                                ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║       /___/                                                         ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║                                                                     ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  Version: 0.11.12                                                   ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║                                                                     ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  belonging to:                                                      ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║                                                                     ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ║                                                                     ║
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: Downloaded to shared memory in 48.024s
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbez96dhw, device:0
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: quantized model in 36.369s
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: Processed model BBChicago/Nana-nemo-12B_v1.0 in 84.393s
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v6
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v6/config.json
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v6/special_tokens_map.json
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v6/tokenizer_config.json
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v6/tokenizer.json
bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v6/flywheel_model.0.safetensors
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Job bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer completed after 104.98s with status: succeeded
Stopping job with name bbchicago-nana-nemo-12b-v1-0-v6-mkmlizer
Pipeline stage MKMLizer completed in 105.99s
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Creating inference service bbchicago-nana-nemo-12b-v1-0-v6
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Inference service bbchicago-nana-nemo-12b-v1-0-v6 ready after 211.8186583518982s
Pipeline stage MKMLDeployer completed in 212.25s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.0784730911254883s
Received healthy response to inference request in 3.1527035236358643s
Failed to get response for submission zonemercy-lexical-nemov8_5966_v9: ('http://zonemercy-lexical-nemov8-5966-v9-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:46320->127.0.0.1:8080: read: connection reset by peer\n')
Received healthy response to inference request in 3.4683377742767334s
Received healthy response to inference request in 2.1776537895202637s
Received healthy response to inference request in 2.6913270950317383s
5 requests
0 failed requests
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99th percentile: 3.4557124042510985
mean time: 2.9136990547180175
Pipeline stage StressChecker completed in 17.92s
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Inference service bbchicago-nana-nemo-12b-v1-0-v6-profiler ready after 210.56793451309204s
Pipeline stage MKMLProfilerDeployer completed in 210.95s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/bbchicago-nana-nemo-d31f55556f29d4d37aa2340ba4413514-deplo9z6mt:/code/chaiverse_profiler_1727240467 --namespace tenant-chaiml-guanaco
kubectl exec -it bbchicago-nana-nemo-d31f55556f29d4d37aa2340ba4413514-deplo9z6mt --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727240467 && 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_1727240467/summary.json'
kubectl exec -it bbchicago-nana-nemo-d31f55556f29d4d37aa2340ba4413514-deplo9z6mt --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727240467/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1167.98s
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Running pipeline stage MKMLProfilerDeleter
Checking if service bbchicago-nana-nemo-12b-v1-0-v6-profiler is running
Tearing down inference service bbchicago-nana-nemo-12b-v1-0-v6-profiler
Service bbchicago-nana-nemo-12b-v1-0-v6-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.36s
Shutdown handler de-registered
bbchicago-nana-nemo-12b-v1-0_v6 status is now inactive due to auto deactivation removed underperforming models
admin requested tearing down of blend_rofur_2024-10-03
bbchicago-nana-nemo-12b-v1-0_v6 status is now torndown due to DeploymentManager action
Shutdown handler not registered because Python interpreter is not running in the main thread