chaiml-llama-8b-pairwis_8189

developer_uid: azuruce
submission_id: chaiml-llama-8b-pairwis_8189_v45
model_name: albert-reward
model_group: ChaiML/llama_8b_pairwise
status: torndown
timestamp: 2025-03-06T20:08:24+00:00
num_battles: 13003
num_wins: 6774
celo_rating: 1296.03
family_friendly_score: 0.5354
family_friendly_standard_error: 0.007053323188398501
submission_type: basic
model_repo: ChaiML/llama_8b_pairwise_64m_256_tokens_step_249984
model_architecture: LlamaForSequenceClassification
model_num_parameters: 8030261248.0
best_of: 1
max_input_tokens: 256
max_output_tokens: 1
reward_model: default
display_name: albert-reward
ineligible_reason: max_output_tokens!=64
is_internal_developer: False
language_model: ChaiML/llama_8b_pairwise_64m_256_tokens_step_249984
model_size: 8B
ranking_group: single
us_pacific_date: 2025-03-06
win_ratio: 0.5209567022994693
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': True}
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 chaiml-llama-8b-pairwis-8189-v45-mkmlizer
Waiting for job on chaiml-llama-8b-pairwis-8189-v45-mkmlizer to finish
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║     _____            __           __                                ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║       /___/                                                         ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  belonging to:                                                      ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: Downloaded to shared memory in 28.392s
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpvco4i8oe, device:0
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: quantized model in 84.751s
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: Processed model ChaiML/llama_8b_pairwise_64m_256_tokens_step_249984 in 113.143s
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: creating bucket guanaco-mkml-models
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v45
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v45/config.json
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v45/special_tokens_map.json
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v45/tokenizer_config.json
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v45/tokenizer.json
chaiml-llama-8b-pairwis-8189-v45-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v45/flywheel_model.0.safetensors
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Job chaiml-llama-8b-pairwis-8189-v45-mkmlizer completed after 134.93s with status: succeeded
Stopping job with name chaiml-llama-8b-pairwis-8189-v45-mkmlizer
Pipeline stage MKMLizer completed in 135.42s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-llama-8b-pairwis-8189-v45
Waiting for inference service chaiml-llama-8b-pairwis-8189-v45 to be ready
Inference service chaiml-llama-8b-pairwis-8189-v45 ready after 100.40788698196411s
Pipeline stage MKMLDeployer completed in 100.95s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.224036693572998s
Received healthy response to inference request in 3.0692715644836426s
Received healthy response to inference request in 3.469118118286133s
Received healthy response to inference request in 2.3673207759857178s
Received healthy response to inference request in 2.7397959232330322s
5 requests
0 failed requests
5th percentile: 2.441815805435181
10th percentile: 2.5163108348846435
20th percentile: 2.665300893783569
30th percentile: 2.805691051483154
40th percentile: 2.9374813079833983
50th percentile: 3.0692715644836426
60th percentile: 3.131177616119385
70th percentile: 3.193083667755127
80th percentile: 3.273052978515625
90th percentile: 3.371085548400879
95th percentile: 3.420101833343506
99th percentile: 3.4593148612976075
mean time: 2.973908615112305
Pipeline stage StressChecker completed in 16.22s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.67s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 0.95s
Shutdown handler de-registered
chaiml-llama-8b-pairwis_8189_v45 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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-llama-8b-pairwis-8189-v45-profiler
Waiting for inference service chaiml-llama-8b-pairwis-8189-v45-profiler to be ready
Inference service chaiml-llama-8b-pairwis-8189-v45-profiler ready after 100.50936460494995s
Pipeline stage MKMLProfilerDeployer completed in 101.01s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-llama-8b-paira36958762d8937debdccab7a19ea5d7b-deplods6mk:/code/chaiverse_profiler_1741292112 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-llama-8b-paira36958762d8937debdccab7a19ea5d7b-deplods6mk --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1741292112 && 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_1741292112/summary.json'
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3197.29s
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-pairwis-8189-v45-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 1.45s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-llama-8b-pairwis-8189-v45-profiler
Waiting for inference service chaiml-llama-8b-pairwis-8189-v45-profiler to be ready
Inference service chaiml-llama-8b-pairwis-8189-v45-profiler ready after 110.45149183273315s
Pipeline stage MKMLProfilerDeployer completed in 110.85s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-llama-8b-paira36958762d8937debdccab7a19ea5d7b-deplozqggd:/code/chaiverse_profiler_1741296986 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-llama-8b-paira36958762d8937debdccab7a19ea5d7b-deplozqggd --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1741296986 && 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_1741296986/summary.json'
Received signal 15, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-pairwis-8189-v45-profiler is running
Tearing down inference service chaiml-llama-8b-pairwis-8189-v45-profiler
Service chaiml-llama-8b-pairwis-8189-v45-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.53s
Shutdown handler de-registered
chaiml-llama-8b-pairwis_8189_v45 status is now inactive due to auto deactivation removed underperforming models
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-pairwis-8189-v45-profiler is running
Skipping teardown as no inference service was found
Pipeline stage MKMLProfilerDeleter completed in 1.43s
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 chaiml-llama-8b-pairwis-8189-v45-profiler
Waiting for inference service chaiml-llama-8b-pairwis-8189-v45-profiler to be ready
Inference service chaiml-llama-8b-pairwis-8189-v45-profiler ready after 110.56083273887634s
Pipeline stage MKMLProfilerDeployer completed in 110.93s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-llama-8b-paira36958762d8937debdccab7a19ea5d7b-deplocbjws:/code/chaiverse_profiler_1741300951 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-llama-8b-paira36958762d8937debdccab7a19ea5d7b-deplocbjws --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1741300951 && 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_1741300951/summary.json'
Received signal 15, running shutdown handler
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-pairwis-8189-v45-profiler is running
Tearing down inference service chaiml-llama-8b-pairwis-8189-v45-profiler
Service chaiml-llama-8b-pairwis-8189-v45-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.34s
Shutdown handler de-registered
chaiml-llama-8b-pairwis_8189_v45 status is now torndown due to DeploymentManager action