rirv938-llama-8b-mixtral_3507

developer_uid: robert_irvine
submission_id: rirv938-llama-8b-mixtral_3507_v1
model_name: rirv938-llama-8b-mixtral_3507_v1
model_group: rirv938/llama_8b_mixtral
status: torndown
timestamp: 2024-09-14T23:15:09+00:00
num_battles: 10606
num_wins: 5504
celo_rating: 1265.86
family_friendly_score: 0.0
submission_type: basic
model_repo: rirv938/llama_8b_mixtral_vs_mixtral_250k_970
model_architecture: LlamaForSequenceClassification
model_num_parameters: 8030261248.0
best_of: 1
max_input_tokens: 256
max_output_tokens: 1
latencies: [{'batch_size': 1, 'throughput': 0.10642339745627778, 'latency_mean': 9.396368058919906, 'latency_p50': 9.387059211730957, 'latency_p90': 9.516422581672668}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: rirv938-llama-8b-mixtral_3507_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: rirv938/llama_8b_mixtral_vs_mixtral_250k_970
model_size: 8B
ranking_group: single
us_pacific_date: 2024-09-14
win_ratio: 0.518951536865925
generation_params: {'temperature': 1.0, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 256, 'best_of': 1, 'max_output_tokens': 1}
formatter: {'memory_template': '', 'prompt_template': '', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '', '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-llama-8b-mixtral-3507-v1-mkmlizer
Waiting for job on rirv938-llama-8b-mixtral-3507-v1-mkmlizer to finish
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║     _____            __           __                                ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║       /___/                                                         ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║                                                                     ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║                                                                     ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  belonging to:                                                      ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║                                                                     ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ║                                                                     ║
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: Downloaded to shared memory in 33.743s
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmp2vg5phxw, device:0
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: quantized model in 86.487s
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: Processed model rirv938/llama_8b_mixtral_vs_mixtral_250k_970 in 120.231s
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-llama-8b-mixtral-3507-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-llama-8b-mixtral-3507-v1/flywheel_model.0.safetensors
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Job rirv938-llama-8b-mixtral-3507-v1-mkmlizer completed after 141.65s with status: succeeded
Stopping job with name rirv938-llama-8b-mixtral-3507-v1-mkmlizer
Pipeline stage MKMLizer completed in 144.64s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-llama-8b-mixtral-3507-v1
Waiting for inference service rirv938-llama-8b-mixtral-3507-v1 to be ready
Failed to get response for submission blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
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 blend_hokok_2024-09-09: ('http://neversleep-noromaid-v0-8068-v150-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service rirv938-llama-8b-mixtral-3507-v1 ready after 171.06332564353943s
Pipeline stage MKMLDeployer completed in 172.49s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.98392915725708s
Received healthy response to inference request in 3.13840389251709s
Received healthy response to inference request in 5.693865776062012s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Connection pool is full, discarding connection: %s. Connection pool size: %s
Received healthy response to inference request in 3.5773353576660156s
Received healthy response to inference request in 5.802131414413452s
5 requests
0 failed requests
5th percentile: 3.226190185546875
10th percentile: 3.3139764785766603
20th percentile: 3.4895490646362304
30th percentile: 3.6586541175842284
40th percentile: 3.8212916374206545
50th percentile: 3.98392915725708
60th percentile: 4.667903804779052
70th percentile: 5.351878452301025
80th percentile: 5.7155189037323
90th percentile: 5.758825159072876
95th percentile: 5.780478286743164
99th percentile: 5.797800788879394
mean time: 4.43913311958313
%s, retrying in %s seconds...
Received healthy response to inference request in 3.96669340133667s
Received healthy response to inference request in 4.903824329376221s
Received healthy response to inference request in 3.8014605045318604s
Received healthy response to inference request in 3.8175156116485596s
Received healthy response to inference request in 4.376175403594971s
5 requests
0 failed requests
5th percentile: 3.8046715259552
10th percentile: 3.80788254737854
20th percentile: 3.8143045902252197
30th percentile: 3.8473511695861817
40th percentile: 3.9070222854614256
50th percentile: 3.96669340133667
60th percentile: 4.13048620223999
70th percentile: 4.294279003143311
80th percentile: 4.481705188751221
90th percentile: 4.692764759063721
95th percentile: 4.798294544219971
99th percentile: 4.8827183723449705
mean time: 4.173133850097656
Pipeline stage StressChecker completed in 47.00s
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 5.22s
Shutdown handler de-registered
rirv938-llama-8b-mixtral_3507_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 1.98s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.18s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-llama-8b-mixtral-3507-v1-profiler
Waiting for inference service rirv938-llama-8b-mixtral-3507-v1-profiler to be ready
Inference service rirv938-llama-8b-mixtral-3507-v1-profiler ready after 170.39679670333862s
Pipeline stage MKMLProfilerDeployer completed in 170.82s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-llama-8b-mix1fa4dc24ceb0f69911b161ef200580aa-deplo49qxm:/code/chaiverse_profiler_1726356300 --namespace tenant-chaiml-guanaco
kubectl exec -it rirv938-llama-8b-mix1fa4dc24ceb0f69911b161ef200580aa-deplo49qxm --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726356300 && python profiles.py profile --best_of_n 1 --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 256 --output_tokens 1 --summary /code/chaiverse_profiler_1726356300/summary.json'
kubectl exec -it rirv938-llama-8b-mix1fa4dc24ceb0f69911b161ef200580aa-deplo49qxm --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726356300/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1889.20s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rirv938-llama-8b-mixtral-3507-v1-profiler is running
Tearing down inference service rirv938-llama-8b-mixtral-3507-v1-profiler
Service rirv938-llama-8b-mixtral-3507-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 9.38s
Shutdown handler de-registered
rirv938-llama-8b-mixtral_3507_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-llama-8b-mixtral_3507_v1 status is now torndown due to DeploymentManager action