zonemercy-virgo-edit-v5-1e5b1

developer_uid: zonemercy

submission_id: zonemercy-virgo-edit-v5-1e5b1_v1

model_name: zonemercy-virgo-edit-v5-1e5b1_v1

model_group: zonemercy/Virgo-Edit-v5-

status: torndown

timestamp: 2024-09-19T09:37:16+00:00

num_battles: 11196

num_wins: 5608

celo_rating: 1243.69

family_friendly_score: 0.0

submission_type: basic

model_repo: zonemercy/Virgo-Edit-v5-1e5b1

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6110866566682274, 'latency_mean': 1.6363352608680726, 'latency_p50': 1.6148841381072998, 'latency_p90': 1.8271580696105958}, {'batch_size': 3, 'throughput': 1.0560865575703915, 'latency_mean': 2.831220198869705, 'latency_p50': 2.852555751800537, 'latency_p90': 3.0690525293350217}, {'batch_size': 5, 'throughput': 1.207607344912909, 'latency_mean': 4.121122218370438, 'latency_p50': 4.109612584114075, 'latency_p90': 4.6862411260604855}, {'batch_size': 6, 'throughput': 1.2156585306525023, 'latency_mean': 4.899963639974594, 'latency_p50': 4.926466584205627, 'latency_p90': 5.520094919204712}, {'batch_size': 8, 'throughput': 1.2170861754980122, 'latency_mean': 6.543098026514054, 'latency_p50': 6.540772795677185, 'latency_p90': 7.4961245298385615}, {'batch_size': 10, 'throughput': 1.17151720473798, 'latency_mean': 8.481560243368149, 'latency_p50': 8.611107468605042, 'latency_p90': 9.507305216789245}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: zonemercy-virgo-edit-v5-1e5b1_v1

is_internal_developer: True

language_model: zonemercy/Virgo-Edit-v5-1e5b1

model_size: 13B

ranking_group: single

throughput_3p7s: 1.17

us_pacific_date: 2024-09-19

win_ratio: 0.5008931761343337

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], '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': False}

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 zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer
Waiting for job on zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer to finish
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║     _____            __           __                                ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║       /___/                                                         ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║                                                                     ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  https://mk1.ai                                                     ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║                                                                     ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  belonging to:                                                      ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║                                                                     ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  Chai Research Corp.                                                ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ║                                                                     ║
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Failed to get response for submission mistralai-mistral-small-_5341_v1: ('http://mistralai-mistral-small-5341-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'request timeout')
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zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: Downloaded to shared memory in 92.387s
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpkhoalgn7, device:0
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: quantized model in 40.937s
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: Processed model zonemercy/Virgo-Edit-v5-1e5b1 in 133.325s
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: creating bucket guanaco-mkml-models
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/zonemercy-virgo-edit-v5-1e5b1-v1
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/zonemercy-virgo-edit-v5-1e5b1-v1/special_tokens_map.json
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/zonemercy-virgo-edit-v5-1e5b1-v1/config.json
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/zonemercy-virgo-edit-v5-1e5b1-v1/tokenizer_config.json
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/zonemercy-virgo-edit-v5-1e5b1-v1/tokenizer.json
Connection pool is full, discarding connection: %s. Connection pool size: %s
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/zonemercy-virgo-edit-v5-1e5b1-v1/flywheel_model.0.safetensors
zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer: 
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Job zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer completed after 156.86s with status: succeeded
Stopping job with name zonemercy-virgo-edit-v5-1e5b1-v1-mkmlizer
Pipeline stage MKMLizer completed in 157.81s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.08s
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Running pipeline stage MKMLDeployer
Creating inference service zonemercy-virgo-edit-v5-1e5b1-v1
Waiting for inference service zonemercy-virgo-edit-v5-1e5b1-v1 to be ready
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Failed to get response for submission zonemercy-virgo-edit-v1-1e5_v13: ('http://chaiml-llama-8b-pairwis-8189-v27-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:35626->127.0.0.1:8080: read: connection reset by peer\n')
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Inference service zonemercy-virgo-edit-v5-1e5b1-v1 ready after 201.57805562019348s
Pipeline stage MKMLDeployer completed in 202.01s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.085756778717041s
Received healthy response to inference request in 1.9223430156707764s
Received healthy response to inference request in 1.6353018283843994s
Received healthy response to inference request in 1.4920532703399658s
Received healthy response to inference request in 1.6928911209106445s
5 requests
0 failed requests
5th percentile: 1.5207029819488525
10th percentile: 1.5493526935577393
20th percentile: 1.6066521167755128
30th percentile: 1.6468196868896485
40th percentile: 1.6698554039001465
50th percentile: 1.6928911209106445
60th percentile: 1.7846718788146974
70th percentile: 1.87645263671875
80th percentile: 1.9550257682800294
90th percentile: 2.020391273498535
95th percentile: 2.053074026107788
99th percentile: 2.0792202281951906
mean time: 1.7656692028045655
Pipeline stage StressChecker completed in 10.48s
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Running pipeline stage TriggerMKMLProfilingPipeline
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starting trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 4.48s
Shutdown handler de-registered
zonemercy-virgo-edit-v5-1e5b1_v1 status is now deployed due to DeploymentManager action
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Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.15s
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service zonemercy-virgo-edit-v5-1e5b1-v1-profiler
Waiting for inference service zonemercy-virgo-edit-v5-1e5b1-v1-profiler to be ready
Inference service zonemercy-virgo-edit-v5-1e5b1-v1-profiler ready after 200.49145984649658s
Pipeline stage MKMLProfilerDeployer completed in 200.92s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/zonemercy-virgo-edit52328b41c045f635b4ec01f120dcdfb1-deplogt87x:/code/chaiverse_profiler_1726739262 --namespace tenant-chaiml-guanaco
kubectl exec -it zonemercy-virgo-edit52328b41c045f635b4ec01f120dcdfb1-deplogt87x --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726739262 && 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_1726739262/summary.json'
kubectl exec -it zonemercy-virgo-edit52328b41c045f635b4ec01f120dcdfb1-deplogt87x --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726739262/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1188.24s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service zonemercy-virgo-edit-v5-1e5b1-v1-profiler is running
Tearing down inference service zonemercy-virgo-edit-v5-1e5b1-v1-profiler
Service zonemercy-virgo-edit-v5-1e5b1-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 3.31s
Shutdown handler de-registered
zonemercy-virgo-edit-v5-1e5b1_v1 status is now inactive due to auto deactivation removed underperforming models
zonemercy-virgo-edit-v5-1e5b1_v1 status is now torndown due to DeploymentManager action