rirv938-mistral-22b-14k-_8364

developer_uid: robert_irvine
submission_id: rirv938-mistral-22b-14k-_8364_v1
model_name: rirv938-mistral-22b-14k-_8364_v1
model_group: rirv938/mistral_22b_14k_
status: torndown
timestamp: 2024-09-23T20:38:15+00:00
num_battles: 10247
num_wins: 5189
celo_rating: 1240.97
family_friendly_score: 0.0
submission_type: basic
model_repo: rirv938/mistral_22b_14k_virgo_edit_step_872
model_architecture: MistralForCausalLM
model_num_parameters: 22247282688.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.3814133871719054, 'latency_mean': 2.621756961345673, 'latency_p50': 2.6159026622772217, 'latency_p90': 2.909554934501648}, {'batch_size': 2, 'throughput': 0.6052507957955215, 'latency_mean': 3.3021981430053713, 'latency_p50': 3.306607484817505, 'latency_p90': 3.6169111490249635}, {'batch_size': 3, 'throughput': 0.7671381815435558, 'latency_mean': 3.8983352148532866, 'latency_p50': 3.869138717651367, 'latency_p90': 4.312421774864196}, {'batch_size': 4, 'throughput': 0.893232339305128, 'latency_mean': 4.466095244884491, 'latency_p50': 4.463963747024536, 'latency_p90': 5.000112915039062}, {'batch_size': 5, 'throughput': 0.9782509206483857, 'latency_mean': 5.082857710123062, 'latency_p50': 5.04599928855896, 'latency_p90': 5.68060758113861}]
gpu_counts: {'NVIDIA RTX A6000': 1}
display_name: rirv938-mistral-22b-14k-_8364_v1
is_internal_developer: True
language_model: rirv938/mistral_22b_14k_virgo_edit_step_872
model_size: 22B
ranking_group: single
throughput_3p7s: 0.72
us_pacific_date: 2024-09-23
win_ratio: 0.5063921147652971
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': ['\n', '</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 rirv938-mistral-22b-14k-8364-v1-mkmlizer
Waiting for job on rirv938-mistral-22b-14k-8364-v1-mkmlizer to finish
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║     _____            __           __                                ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║       /___/                                                         ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║                                                                     ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║                                                                     ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  belonging to:                                                      ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║                                                                     ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ║                                                                     ║
rirv938-mistral-22b-14k-8364-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
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Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Failed to get response for submission jellywibble-mistralsmall_v1: ('http://jellywibble-mistralsmall-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:42594->127.0.0.1:8080: read: connection reset by peer\n')
Failed to get response for submission blend_risam_2024-09-19: ('http://chaiml-lexical-nemo-v4-1k1e5-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:41592->127.0.0.1:8080: read: connection reset by peer\n')
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
rirv938-mistral-22b-14k-8364-v1-mkmlizer: Downloaded to shared memory in 403.438s
rirv938-mistral-22b-14k-8364-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp66mol0h6, device:0
rirv938-mistral-22b-14k-8364-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-mistral-22b-14k-8364-v1-mkmlizer: quantized model in 49.542s
rirv938-mistral-22b-14k-8364-v1-mkmlizer: Processed model rirv938/mistral_22b_14k_virgo_edit_step_872 in 452.980s
rirv938-mistral-22b-14k-8364-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-mistral-22b-14k-8364-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-mistral-22b-14k-8364-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-mistral-22b-14k-8364-v1
rirv938-mistral-22b-14k-8364-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-mistral-22b-14k-8364-v1/config.json
rirv938-mistral-22b-14k-8364-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-mistral-22b-14k-8364-v1/special_tokens_map.json
rirv938-mistral-22b-14k-8364-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-mistral-22b-14k-8364-v1/tokenizer_config.json
rirv938-mistral-22b-14k-8364-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-mistral-22b-14k-8364-v1/tokenizer.json
rirv938-mistral-22b-14k-8364-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/rirv938-mistral-22b-14k-8364-v1/flywheel_model.1.safetensors
rirv938-mistral-22b-14k-8364-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-mistral-22b-14k-8364-v1/flywheel_model.0.safetensors
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Job rirv938-mistral-22b-14k-8364-v1-mkmlizer completed after 477.94s with status: succeeded
Stopping job with name rirv938-mistral-22b-14k-8364-v1-mkmlizer
Pipeline stage MKMLizer completed in 479.08s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.10s
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Running pipeline stage MKMLDeployer
Creating inference service rirv938-mistral-22b-14k-8364-v1
Waiting for inference service rirv938-mistral-22b-14k-8364-v1 to be ready
Inference service rirv938-mistral-22b-14k-8364-v1 ready after 201.0702440738678s
Pipeline stage MKMLDeployer completed in 201.44s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.8681154251098633s
Received healthy response to inference request in 2.0008764266967773s
Received healthy response to inference request in 2.22725772857666s
Received healthy response to inference request in 2.2042384147644043s
Received healthy response to inference request in 1.8754284381866455s
5 requests
0 failed requests
5th percentile: 1.900518035888672
10th percentile: 1.9256076335906982
20th percentile: 1.9757868289947509
30th percentile: 2.041548824310303
40th percentile: 2.1228936195373533
50th percentile: 2.2042384147644043
60th percentile: 2.2134461402893066
70th percentile: 2.222653865814209
80th percentile: 2.355429267883301
90th percentile: 2.611772346496582
95th percentile: 2.7399438858032226
99th percentile: 2.842481117248535
mean time: 2.23518328666687
Pipeline stage StressChecker completed in 12.07s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 9.23s
Shutdown handler de-registered
rirv938-mistral-22b-14k-_8364_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-mistral-22b-14k-8364-v1-profiler
Waiting for inference service rirv938-mistral-22b-14k-8364-v1-profiler to be ready
Inference service rirv938-mistral-22b-14k-8364-v1-profiler ready after 190.42766737937927s
Pipeline stage MKMLProfilerDeployer completed in 190.83s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-mistral-22b-f34c70338a93e51e247a4c5188b08cf8-deplo9dxks:/code/chaiverse_profiler_1727124846 --namespace tenant-chaiml-guanaco
kubectl exec -it rirv938-mistral-22b-f34c70338a93e51e247a4c5188b08cf8-deplo9dxks --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1727124846 && 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_1727124846/summary.json'
kubectl exec -it rirv938-mistral-22b-f34c70338a93e51e247a4c5188b08cf8-deplo9dxks --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1727124846/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1551.47s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rirv938-mistral-22b-14k-8364-v1-profiler is running
Tearing down inference service rirv938-mistral-22b-14k-8364-v1-profiler
Service rirv938-mistral-22b-14k-8364-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.08s
Shutdown handler de-registered
rirv938-mistral-22b-14k-_8364_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-mistral-22b-14k-_8364_v1 status is now torndown due to DeploymentManager action