chaiml-llama-8b-pairwis_8189

developer_uid: chai_backend_admin
submission_id: chaiml-llama-8b-pairwis_8189_v24
model_name: chaiml-llama-8b-pairwis_8189_v24
model_group: ChaiML/llama_8b_pairwise
status: torndown
timestamp: 2024-09-13T18:47:59+00:00
num_battles: 10564
num_wins: 5414
celo_rating: 1254.96
family_friendly_score: 0.0
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
latencies: [{'batch_size': 1, 'throughput': 0.10522041494518246, 'latency_mean': 9.503770238161087, 'latency_p50': 9.493260383605957, 'latency_p90': 9.610195112228393}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: chaiml-llama-8b-pairwis_8189_v24
ineligible_reason: max_output_tokens!=64
is_internal_developer: True
language_model: ChaiML/llama_8b_pairwise_64m_256_tokens_step_249984
model_size: 8B
ranking_group: single
us_pacific_date: 2024-09-13
win_ratio: 0.5124952669443392
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-v24-mkmlizer
Waiting for job on chaiml-llama-8b-pairwis-8189-v24-mkmlizer to finish
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║     _____            __           __                                ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║       /___/                                                         ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  belonging to:                                                      ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ║                                                                     ║
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: Downloaded to shared memory in 15.500s
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: quantizing model to /dev/shm/model_cache, profile:t0, folder:/tmp/tmpr4zwqmxh, device:0
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: quantized model in 83.358s
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: Processed model ChaiML/llama_8b_pairwise_64m_256_tokens_step_249984 in 98.859s
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: creating bucket guanaco-mkml-models
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v24
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v24/special_tokens_map.json
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v24/config.json
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v24/tokenizer_config.json
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v24/tokenizer.json
chaiml-llama-8b-pairwis-8189-v24-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-llama-8b-pairwis-8189-v24/flywheel_model.0.safetensors
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Job chaiml-llama-8b-pairwis-8189-v24-mkmlizer completed after 127.11s with status: succeeded
Stopping job with name chaiml-llama-8b-pairwis-8189-v24-mkmlizer
Pipeline stage MKMLizer completed in 128.13s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.28s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-llama-8b-pairwis-8189-v24
Waiting for inference service chaiml-llama-8b-pairwis-8189-v24 to be ready
Inference service chaiml-llama-8b-pairwis-8189-v24 ready after 30.483155965805054s
Pipeline stage MKMLDeployer completed in 31.53s
run pipeline stage %s
Running pipeline stage StressChecker
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 6.344545125961304s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 3.5644032955169678s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 4.946032285690308s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 4.237317800521851s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 4.33809494972229s
5 requests
0 failed requests
5th percentile: 3.6989861965179442
10th percentile: 3.8335690975189207
20th percentile: 4.102734899520874
30th percentile: 4.2574732303619385
40th percentile: 4.297784090042114
50th percentile: 4.33809494972229
60th percentile: 4.581269884109497
70th percentile: 4.824444818496704
80th percentile: 5.225734853744507
90th percentile: 5.7851399898529055
95th percentile: 6.064842557907104
99th percentile: 6.288604612350464
mean time: 4.686078691482544
Pipeline stage StressChecker completed in 27.59s
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 3.60s
Shutdown handler de-registered
chaiml-llama-8b-pairwis_8189_v24 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 0.16s
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 chaiml-llama-8b-pairwis-8189-v24-profiler
Waiting for inference service chaiml-llama-8b-pairwis-8189-v24-profiler to be ready
Inference service chaiml-llama-8b-pairwis-8189-v24-profiler ready after 180.45273208618164s
Pipeline stage MKMLProfilerDeployer completed in 180.85s
run pipeline stage %s
Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-llama-8b-pair266b989df8273429fd7c82dac18ec862-deplo8hhmr:/code/chaiverse_profiler_1726253688 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-llama-8b-pair266b989df8273429fd7c82dac18ec862-deplo8hhmr --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726253688 && 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_1726253688/summary.json'
kubectl exec -it chaiml-llama-8b-pair266b989df8273429fd7c82dac18ec862-deplo8hhmr --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726253688/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1919.16s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-llama-8b-pairwis-8189-v24-profiler is running
Tearing down inference service chaiml-llama-8b-pairwis-8189-v24-profiler
Service chaiml-llama-8b-pairwis-8189-v24-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.87s
Shutdown handler de-registered
chaiml-llama-8b-pairwis_8189_v24 status is now inactive due to auto deactivation removed underperforming models
chaiml-llama-8b-pairwis_8189_v24 status is now torndown due to DeploymentManager action
chaiml-lexical-nemo-v4-1k1e5_v7 status is now torndown due to DeploymentManager action
Pipeline stage MKMLModelDeleter completed in 3.67s
Pipeline stage %s skipped, reason=%s
run pipeline %s
Shutdown handler not registered because Python interpreter is not running in the main thread
Running pipeline stage MKMLModelDeleter
admin requested tearing down of chaiml-virgo-edit-v1-1e5_v6
run pipeline stage %s
Pipeline stage MKMLDeleter completed in 3.84s
Pipeline stage %s skipped, reason=%s
chaiml-llama-8b-pairwis_8189_v24 status is now torndown due to DeploymentManager action
Running pipeline stage MKMLDeleter
Shutdown handler de-registered
Pipeline stage MKMLModelDeleter completed in 3.85s
run pipeline stage %s
Pipeline stage %s skipped, reason=%s
admin requested tearing down of chaiml-virgo-edit-v1-1e5_v6
Pipeline stage %s skipped, reason=%s
run pipeline stage %s
Running pipeline stage MKMLDeleter
Pipeline stage MKMLDeleter completed in 5.48s
Shutdown handler de-registered
run pipeline stage %s
chaiml-llama-8b-pairwis_8189_v24 status is now torndown due to DeploymentManager action