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

submission_id: bbchicago-nana-nemo-12b-v1-0_v7

developer_uid: Bbbrun0

best_of: 8

celo_rating: 1289.97

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

family_friendly_score: 0.5370195337114052

family_friendly_standard_error: 0.008828130083963052

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': 0.6111665273952035, 'latency_mean': 1.6361450731754303, 'latency_p50': 1.6251088380813599, 'latency_p90': 1.8165552616119385}, {'batch_size': 3, 'throughput': 1.0852213446966592, 'latency_mean': 2.757999324798584, 'latency_p50': 2.7671661376953125, 'latency_p90': 3.0216094970703127}, {'batch_size': 5, 'throughput': 1.2353456532675164, 'latency_mean': 4.036497523784638, 'latency_p50': 4.0169618129730225, 'latency_p90': 4.600099372863769}, {'batch_size': 6, 'throughput': 1.2530887826283814, 'latency_mean': 4.765065174102784, 'latency_p50': 4.754528641700745, 'latency_p90': 5.434502005577087}, {'batch_size': 8, 'throughput': 1.2348377136772044, 'latency_mean': 6.44045107126236, 'latency_p50': 6.4444990158081055, 'latency_p90': 7.246860384941101}, {'batch_size': 10, 'throughput': 1.1909071251280974, 'latency_mean': 8.344541217088699, 'latency_p50': 8.436184167861938, 'latency_p90': 9.395103120803833}]

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: 3251

num_wins: 1783

ranking_group: single

status: torndown

submission_type: basic

throughput_3p7s: 1.21

timestamp: 2024-09-25T04:53:22+00:00

us_pacific_date: 2024-09-24

win_ratio: 0.5484466318055983

Download Preference Data

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 bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer
Waiting for job on bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer to finish
Failed to get response for submission function_gosot_2024-09-25: ('http://meta-llama-meta-llama-3-6070-v6-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║     _____            __           __                                ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║       /___/                                                         ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║                                                                     ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  Version: 0.11.12                                                   ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  https://mk1.ai                                                     ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║                                                                     ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  The license key for the current software has been verified as      ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  belonging to:                                                      ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║                                                                     ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  Chai Research Corp.                                                ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ║                                                                     ║
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Failed to get response for submission blend_dimam_2024-09-20: ('http://chaiml-lexical-nemo-v4-1k1e5-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:59686->127.0.0.1:8080: read: connection reset by peer\n')
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: Downloaded to shared memory in 28.838s
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsdwziw_0, device:0
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: Saving flywheel model at /dev/shm/model_cache
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: quantized model in 36.388s
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: Processed model BBChicago/Nana-nemo-12B_v1.0 in 65.226s
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: creating bucket guanaco-mkml-models
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v7
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v7/config.json
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v7/special_tokens_map.json
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v7/tokenizer.json
bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/bbchicago-nana-nemo-12b-v1-0-v7/flywheel_model.0.safetensors
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Job bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer completed after 85.6s with status: succeeded
Stopping job with name bbchicago-nana-nemo-12b-v1-0-v7-mkmlizer
Pipeline stage MKMLizer completed in 86.57s
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Pipeline stage MKMLTemplater completed in 0.31s
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Creating inference service bbchicago-nana-nemo-12b-v1-0-v7
Waiting for inference service bbchicago-nana-nemo-12b-v1-0-v7 to be ready
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Failed to get response for submission function_gosot_2024-09-25: ('http://meta-llama-meta-llama-3-6070-v6-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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Inference service bbchicago-nana-nemo-12b-v1-0-v7 ready after 212.87719917297363s
Pipeline stage MKMLDeployer completed in 214.14s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.715489625930786s
Received healthy response to inference request in 2.394055128097534s
Received healthy response to inference request in 1.9821572303771973s
Received healthy response to inference request in 2.0272319316864014s
Received healthy response to inference request in 2.0750372409820557s
5 requests
0 failed requests
5th percentile: 1.9911721706390382
10th percentile: 2.000187110900879
20th percentile: 2.0182169914245605
30th percentile: 2.0367929935455322
40th percentile: 2.055915117263794
50th percentile: 2.0750372409820557
60th percentile: 2.202644395828247
70th percentile: 2.3302515506744386
80th percentile: 2.4583420276641847
90th percentile: 2.5869158267974854
95th percentile: 2.6512027263641356
99th percentile: 2.702632246017456
mean time: 2.238794231414795
Pipeline stage StressChecker completed in 13.65s
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Pipeline stage MKMLProfilerTemplater completed in 0.14s
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Creating inference service bbchicago-nana-nemo-12b-v1-0-v7-profiler
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Inference service bbchicago-nana-nemo-12b-v1-0-v7-profiler ready after 210.52104115486145s
Pipeline stage MKMLProfilerDeployer completed in 210.92s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/bbchicago-nana-nemo-64a0dc69d1f3fb91821fafc580e1068f-deplorj45q:/code/chaiverse_profiler_1727240581 --namespace tenant-chaiml-guanaco
kubectl exec -it bbchicago-nana-nemo-64a0dc69d1f3fb91821fafc580e1068f-deplorj45q --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727240581 && 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_1727240581/summary.json'
kubectl exec -it bbchicago-nana-nemo-64a0dc69d1f3fb91821fafc580e1068f-deplorj45q --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727240581/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1169.90s
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Running pipeline stage MKMLProfilerDeleter
Checking if service bbchicago-nana-nemo-12b-v1-0-v7-profiler is running
Tearing down inference service bbchicago-nana-nemo-12b-v1-0-v7-profiler
Service bbchicago-nana-nemo-12b-v1-0-v7-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.25s
Shutdown handler de-registered
bbchicago-nana-nemo-12b-v1-0_v7 status is now inactive due to auto deactivation removed underperforming models
bbchicago-nana-nemo-12b-v1-0_v7 status is now torndown due to DeploymentManager action