rirv938-llama-8b-mixtral_9118

developer_uid: robert_irvine
submission_id: rirv938-llama-8b-mixtral_9118_v1
model_name: rirv938-llama-8b-mixtral_9118_v1
model_group: rirv938/llama_8b_mixtral
status: torndown
timestamp: 2024-09-14T23:12:48+00:00
num_battles: 9915
num_wins: 5028
celo_rating: 1257.91
family_friendly_score: 0.0
submission_type: basic
model_repo: rirv938/llama_8b_mixtral_vs_mixtral_250k_194
model_architecture: LlamaForSequenceClassification
model_num_parameters: 8030261248.0
best_of: 1
max_input_tokens: 256
max_output_tokens: 1
latencies: [{'batch_size': 1, 'throughput': 0.10634560326045112, 'latency_mean': 9.403228187561036, 'latency_p50': 9.402908086776733, 'latency_p90': 9.488569211959838}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: rirv938-llama-8b-mixtral_9118_v1
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: rirv938/llama_8b_mixtral_vs_mixtral_250k_194
model_size: 8B
ranking_group: single
us_pacific_date: 2024-09-14
win_ratio: 0.5071104387291981
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-9118-v1-mkmlizer
Waiting for job on rirv938-llama-8b-mixtral-9118-v1-mkmlizer to finish
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║     _____            __           __                                ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║       /___/                                                         ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║                                                                     ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  https://mk1.ai                                                     ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║                                                                     ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  belonging to:                                                      ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║                                                                     ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  Chai Research Corp.                                                ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ║                                                                     ║
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: Downloaded to shared memory in 34.378s
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpvds0s1if, device:0
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission blend_henub_2024-09-09: ('http://zonemercy-virgo-edit-v1-1e5-v3-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '{"error":"ValueError : [TypeError(\\"\'numpy.int64\' object is not iterable\\"), TypeError(\'vars() argument must have __dict__ attribute\')]"}')
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: quantized model in 84.675s
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: Processed model rirv938/llama_8b_mixtral_vs_mixtral_250k_194 in 119.053s
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: creating bucket guanaco-mkml-models
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rirv938-llama-8b-mixtral-9118-v1
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rirv938-llama-8b-mixtral-9118-v1/config.json
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rirv938-llama-8b-mixtral-9118-v1/special_tokens_map.json
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rirv938-llama-8b-mixtral-9118-v1/tokenizer_config.json
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rirv938-llama-8b-mixtral-9118-v1/tokenizer.json
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rirv938-llama-8b-mixtral-9118-v1/flywheel_model.0.safetensors
rirv938-llama-8b-mixtral-9118-v1-mkmlizer: 
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Job rirv938-llama-8b-mixtral-9118-v1-mkmlizer completed after 146.49s with status: succeeded
Stopping job with name rirv938-llama-8b-mixtral-9118-v1-mkmlizer
Pipeline stage MKMLizer completed in 147.56s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.08s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service rirv938-llama-8b-mixtral-9118-v1
Waiting for inference service rirv938-llama-8b-mixtral-9118-v1 to be ready
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
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-9118-v1 ready after 160.71870803833008s
Pipeline stage MKMLDeployer completed in 161.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.2952301502227783s
Received healthy response to inference request in 3.316107988357544s
Received healthy response to inference request in 3.0561106204986572s
Received healthy response to inference request in 2.7168524265289307s
Received healthy response to inference request in 2.904924154281616s
5 requests
0 failed requests
5th percentile: 2.379554605484009
10th percentile: 2.4638790607452394
20th percentile: 2.6325279712677
30th percentile: 2.7544667720794678
40th percentile: 2.829695463180542
50th percentile: 2.904924154281616
60th percentile: 2.965398740768433
70th percentile: 3.025873327255249
80th percentile: 3.1081100940704345
90th percentile: 3.2121090412139894
95th percentile: 3.2641085147857667
99th percentile: 3.3057080936431884
mean time: 2.8578450679779053
Pipeline stage StressChecker completed in 16.00s
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 6.13s
Shutdown handler de-registered
rirv938-llama-8b-mixtral_9118_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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service rirv938-llama-8b-mixtral-9118-v1-profiler
Waiting for inference service rirv938-llama-8b-mixtral-9118-v1-profiler to be ready
Inference service rirv938-llama-8b-mixtral-9118-v1-profiler ready after 160.37240552902222s
Pipeline stage MKMLProfilerDeployer completed in 161.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rirv938-llama-8b-mixd1ad0e849016cd164be0575bc847cc08-deplo2spf6:/code/chaiverse_profiler_1726356110 --namespace tenant-chaiml-guanaco
kubectl exec -it rirv938-llama-8b-mixd1ad0e849016cd164be0575bc847cc08-deplo2spf6 --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726356110 && 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_1726356110/summary.json'
kubectl exec -it rirv938-llama-8b-mixd1ad0e849016cd164be0575bc847cc08-deplo2spf6 --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726356110/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1887.73s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service rirv938-llama-8b-mixtral-9118-v1-profiler is running
Tearing down inference service rirv938-llama-8b-mixtral-9118-v1-profiler
Service rirv938-llama-8b-mixtral-9118-v1-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 2.04s
Shutdown handler de-registered
rirv938-llama-8b-mixtral_9118_v1 status is now inactive due to auto deactivation removed underperforming models
rirv938-llama-8b-mixtral_9118_v1 status is now torndown due to DeploymentManager action