rica40325-lora32-third-step

developer_uid: rica40325

submission_id: rica40325-lora32-third-step_v5

model_name: rica40325-lora32-third-step_v2

model_group: rica40325/lora32_third_s

status: torndown

timestamp: 2024-09-05T08:03:23+00:00

num_battles: 12191

num_wins: 6343

celo_rating: 1254.82

family_friendly_score: 0.0

submission_type: basic

model_repo: rica40325/lora32_third_step

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.9151423655944816, 'latency_mean': 1.092667589187622, 'latency_p50': 1.0944503545761108, 'latency_p90': 1.2223295211791991}, {'batch_size': 4, 'throughput': 1.7985631054077684, 'latency_mean': 2.2135909175872803, 'latency_p50': 2.244563579559326, 'latency_p90': 2.4717017889022825}, {'batch_size': 5, 'throughput': 1.9252793300256488, 'latency_mean': 2.5864245820045473, 'latency_p50': 2.6094610691070557, 'latency_p90': 2.881533455848694}, {'batch_size': 8, 'throughput': 2.0451326202120717, 'latency_mean': 3.8896944451332094, 'latency_p50': 3.901007652282715, 'latency_p90': 4.349753212928772}, {'batch_size': 10, 'throughput': 2.0689926990174676, 'latency_mean': 4.786376857757569, 'latency_p50': 4.762217879295349, 'latency_p90': 5.533208656311035}, {'batch_size': 12, 'throughput': 2.0435422839155977, 'latency_mean': 5.794221022129059, 'latency_p50': 5.830098986625671, 'latency_p90': 6.643158411979675}, {'batch_size': 15, 'throughput': 2.068250066742336, 'latency_mean': 7.107808477878571, 'latency_p50': 7.172149896621704, 'latency_p90': 7.920443820953369}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rica40325-lora32-third-step_v2

is_internal_developer: False

language_model: rica40325/lora32_third_step

model_size: 8B

ranking_group: single

throughput_3p7s: 2.04

us_pacific_date: 2024-09-05

win_ratio: 0.5203018620293659

generation_params: {'temperature': 1.15, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 512, 'best_of': 16, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', '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 rica40325-lora32-third-step-v5-mkmlizer
Waiting for job on rica40325-lora32-third-step-v5-mkmlizer to finish
rica40325-lora32-third-step-v5-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rica40325-lora32-third-step-v5-mkmlizer: ║     _____            __           __                                ║
rica40325-lora32-third-step-v5-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
rica40325-lora32-third-step-v5-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rica40325-lora32-third-step-v5-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rica40325-lora32-third-step-v5-mkmlizer: ║       /___/                                                         ║
rica40325-lora32-third-step-v5-mkmlizer: ║                                                                     ║
rica40325-lora32-third-step-v5-mkmlizer: ║  Version: 0.10.1                                                    ║
rica40325-lora32-third-step-v5-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rica40325-lora32-third-step-v5-mkmlizer: ║  https://mk1.ai                                                     ║
rica40325-lora32-third-step-v5-mkmlizer: ║                                                                     ║
rica40325-lora32-third-step-v5-mkmlizer: ║  The license key for the current software has been verified as      ║
rica40325-lora32-third-step-v5-mkmlizer: ║  belonging to:                                                      ║
rica40325-lora32-third-step-v5-mkmlizer: ║                                                                     ║
rica40325-lora32-third-step-v5-mkmlizer: ║  Chai Research Corp.                                                ║
rica40325-lora32-third-step-v5-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rica40325-lora32-third-step-v5-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rica40325-lora32-third-step-v5-mkmlizer: ║                                                                     ║
rica40325-lora32-third-step-v5-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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rica40325-lora32-third-step-v5-mkmlizer: Downloaded to shared memory in 36.618s
rica40325-lora32-third-step-v5-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpsggj3099, device:0
rica40325-lora32-third-step-v5-mkmlizer: Saving flywheel model at /dev/shm/model_cache
rica40325-lora32-third-step-v5-mkmlizer: quantized model in 26.754s
rica40325-lora32-third-step-v5-mkmlizer: Processed model rica40325/lora32_third_step in 63.372s
rica40325-lora32-third-step-v5-mkmlizer: creating bucket guanaco-mkml-models
rica40325-lora32-third-step-v5-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rica40325-lora32-third-step-v5-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rica40325-lora32-third-step-v5
rica40325-lora32-third-step-v5-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rica40325-lora32-third-step-v5/special_tokens_map.json
rica40325-lora32-third-step-v5-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rica40325-lora32-third-step-v5/config.json
rica40325-lora32-third-step-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/rica40325-lora32-third-step-v5/tokenizer_config.json
rica40325-lora32-third-step-v5-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rica40325-lora32-third-step-v5/tokenizer.json
rica40325-lora32-third-step-v5-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rica40325-lora32-third-step-v5/flywheel_model.0.safetensors
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Job rica40325-lora32-third-step-v5-mkmlizer completed after 93.96s with status: succeeded
Stopping job with name rica40325-lora32-third-step-v5-mkmlizer
Pipeline stage MKMLizer completed in 94.86s
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Creating inference service rica40325-lora32-third-step-v5
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Inference service rica40325-lora32-third-step-v5 ready after 140.98420333862305s
Pipeline stage MKMLDeployer completed in 141.37s
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Received healthy response to inference request in 2.15454363822937s
Received healthy response to inference request in 1.6412534713745117s
Received healthy response to inference request in 2.0561683177948s
Received healthy response to inference request in 1.9012622833251953s
Received healthy response to inference request in 1.4248723983764648s
5 requests
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mean time: 1.8356200218200684
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Inference service rica40325-lora32-third-step-v5-profiler ready after 140.32315063476562s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rica40325-lora32-thi2fecb6ccf25d8a507df26d9cb8a79ef3-deploxkstg:/code/chaiverse_profiler_1725523838 --namespace tenant-chaiml-guanaco
kubectl exec -it rica40325-lora32-thi2fecb6ccf25d8a507df26d9cb8a79ef3-deploxkstg --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1725523838 && python profiles.py profile --best_of_n 16 --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 512 --output_tokens 64 --summary /code/chaiverse_profiler_1725523838/summary.json'
kubectl exec -it rica40325-lora32-thi2fecb6ccf25d8a507df26d9cb8a79ef3-deploxkstg --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1725523838/summary.json'
Pipeline stage MKMLProfilerRunner completed in 828.51s
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rica40325-lora32-third-step_v5 status is now inactive due to auto deactivation removed underperforming models
rica40325-lora32-third-step_v5 status is now torndown due to DeploymentManager action