rinen0721-llama0914-1426

developer_uid: rinen0721

submission_id: rinen0721-llama0914-1426_v3

model_name: rinen0721-llama0914-1426_v3

model_group: rinen0721/llama0914-1426

status: torndown

timestamp: 2024-09-14T12:52:32+00:00

num_battles: 10906

num_wins: 4963

celo_rating: 1221.13

family_friendly_score: 0.0

submission_type: basic

model_repo: rinen0721/llama0914-1426

model_architecture: LlamaForCausalLM

model_num_parameters: 8030261248.0

best_of: 16

max_input_tokens: 512

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.9067354730862742, 'latency_mean': 1.1027597284317017, 'latency_p50': 1.096766710281372, 'latency_p90': 1.2379829645156861}, {'batch_size': 4, 'throughput': 1.7969264558306244, 'latency_mean': 2.218116030693054, 'latency_p50': 2.1952418088912964, 'latency_p90': 2.4944038867950438}, {'batch_size': 5, 'throughput': 1.8908695611815862, 'latency_mean': 2.631982307434082, 'latency_p50': 2.6115247011184692, 'latency_p90': 2.9206918478012085}, {'batch_size': 8, 'throughput': 1.980631175785444, 'latency_mean': 4.000624951124191, 'latency_p50': 3.9875353574752808, 'latency_p90': 4.476140832901001}, {'batch_size': 10, 'throughput': 2.0339741788574797, 'latency_mean': 4.875884300470352, 'latency_p50': 4.816362619400024, 'latency_p90': 5.66960506439209}, {'batch_size': 12, 'throughput': 2.0217459798598276, 'latency_mean': 5.856473499536515, 'latency_p50': 5.855260491371155, 'latency_p90': 6.651525688171387}, {'batch_size': 15, 'throughput': 2.0261803771412126, 'latency_mean': 7.264227142333985, 'latency_p50': 7.3898491859436035, 'latency_p90': 8.09384126663208}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: rinen0721-llama0914-1426_v3

is_internal_developer: False

language_model: rinen0721/llama0914-1426

model_size: 8B

ranking_group: single

throughput_3p7s: 1.98

us_pacific_date: 2024-09-14

win_ratio: 0.45507060333761234

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': 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 rinen0721-llama0914-1426-v3-mkmlizer
Waiting for job on rinen0721-llama0914-1426-v3-mkmlizer to finish
rinen0721-llama0914-1426-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
rinen0721-llama0914-1426-v3-mkmlizer: ║     _____            __           __                                ║
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rinen0721-llama0914-1426-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
rinen0721-llama0914-1426-v3-mkmlizer: ║       /___/                                                         ║
rinen0721-llama0914-1426-v3-mkmlizer: ║                                                                     ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  Version: 0.10.1                                                    ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  https://mk1.ai                                                     ║
rinen0721-llama0914-1426-v3-mkmlizer: ║                                                                     ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  belonging to:                                                      ║
rinen0721-llama0914-1426-v3-mkmlizer: ║                                                                     ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  Chai Research Corp.                                                ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
rinen0721-llama0914-1426-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
rinen0721-llama0914-1426-v3-mkmlizer: ║                                                                     ║
rinen0721-llama0914-1426-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
rinen0721-llama0914-1426-v3-mkmlizer: Downloaded to shared memory in 25.095s
rinen0721-llama0914-1426-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpv1y5gno6, device:0
rinen0721-llama0914-1426-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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', '')
rinen0721-llama0914-1426-v3-mkmlizer: quantized model in 26.629s
rinen0721-llama0914-1426-v3-mkmlizer: Processed model rinen0721/llama0914-1426 in 51.724s
rinen0721-llama0914-1426-v3-mkmlizer: creating bucket guanaco-mkml-models
rinen0721-llama0914-1426-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
rinen0721-llama0914-1426-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/rinen0721-llama0914-1426-v3
rinen0721-llama0914-1426-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/rinen0721-llama0914-1426-v3/special_tokens_map.json
rinen0721-llama0914-1426-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/rinen0721-llama0914-1426-v3/config.json
rinen0721-llama0914-1426-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/rinen0721-llama0914-1426-v3/tokenizer.json
rinen0721-llama0914-1426-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/rinen0721-llama0914-1426-v3/flywheel_model.0.safetensors
rinen0721-llama0914-1426-v3-mkmlizer: 
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Job rinen0721-llama0914-1426-v3-mkmlizer completed after 83.99s with status: succeeded
Stopping job with name rinen0721-llama0914-1426-v3-mkmlizer
Pipeline stage MKMLizer completed in 86.56s
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Creating inference service rinen0721-llama0914-1426-v3
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Inference service rinen0721-llama0914-1426-v3 ready after 171.54380536079407s
Pipeline stage MKMLDeployer completed in 173.33s
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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', '')
Running pipeline stage StressChecker
Received healthy response to inference request in 2.1637303829193115s
Received healthy response to inference request in 1.9338452816009521s
Received healthy response to inference request in 1.642390489578247s
Received healthy response to inference request in 1.872159481048584s
Received healthy response to inference request in 1.5410540103912354s
5 requests
0 failed requests
5th percentile: 1.5613213062286377
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50th percentile: 1.872159481048584
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70th percentile: 1.9215081214904786
80th percentile: 1.9798223018646242
90th percentile: 2.071776342391968
95th percentile: 2.1177533626556397
99th percentile: 2.154534978866577
mean time: 1.830635929107666
Pipeline stage StressChecker completed in 12.68s
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Pipeline stage TriggerMKMLProfilingPipeline completed in 8.80s
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Inference service rinen0721-llama0914-1426-v3-profiler ready after 170.42997765541077s
Pipeline stage MKMLProfilerDeployer completed in 175.37s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/rinen0721-llama0914-1426-v3-profiler-predictor-00001-deplo9xkhd:/code/chaiverse_profiler_1726318854 --namespace tenant-chaiml-guanaco
kubectl exec -it rinen0721-llama0914-1426-v3-profiler-predictor-00001-deplo9xkhd --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726318854 && 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_1726318854/summary.json'
kubectl exec -it rinen0721-llama0914-1426-v3-profiler-predictor-00001-deplo9xkhd --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726318854/summary.json'
Pipeline stage MKMLProfilerRunner completed in 844.38s
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Checking if service rinen0721-llama0914-1426-v3-profiler is running
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Service rinen0721-llama0914-1426-v3-profiler has been torndown
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rinen0721-llama0914-1426_v3 status is now inactive due to auto deactivation removed underperforming models
rinen0721-llama0914-1426_v3 status is now torndown due to DeploymentManager action