submission_id: cycy233-nemo-p-v0-c1_v1
developer_uid: shiroe40
best_of: 8
celo_rating: 1243.62
display_name: auto
family_friendly_score: 0.0
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}
generation_params: {'temperature': 1.0, 'top_p': 0.9, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['<s>', '\n'], 'max_input_tokens': 512, 'best_of': 8, 'max_output_tokens': 64}
gpu_counts: {'NVIDIA RTX A5000': 1}
is_internal_developer: False
language_model: cycy233/nemo-p-v0-c1
latencies: [{'batch_size': 1, 'throughput': 0.6960221247570917, 'latency_mean': 1.4366370260715484, 'latency_p50': 1.4443162679672241, 'latency_p90': 1.6036260843276977}, {'batch_size': 3, 'throughput': 1.3301072589219163, 'latency_mean': 2.2440359210968017, 'latency_p50': 2.2493735551834106, 'latency_p90': 2.4856070280075073}, {'batch_size': 5, 'throughput': 1.5845176539703025, 'latency_mean': 3.133699676990509, 'latency_p50': 3.135988235473633, 'latency_p90': 3.5161298513412476}, {'batch_size': 6, 'throughput': 1.6489471458140106, 'latency_mean': 3.6147381615638734, 'latency_p50': 3.6216344833374023, 'latency_p90': 4.081475186347961}, {'batch_size': 8, 'throughput': 1.6401955656534155, 'latency_mean': 4.853688174486161, 'latency_p50': 4.913760662078857, 'latency_p90': 5.471847057342529}, {'batch_size': 10, 'throughput': 1.5908610994111476, 'latency_mean': 6.2408210158348085, 'latency_p50': 6.231311798095703, 'latency_p90': 7.318740558624268}]
max_input_tokens: 512
max_output_tokens: 64
model_architecture: MistralForCausalLM
model_group: cycy233/nemo-p-v0-c1
model_name: auto
model_num_parameters: 12772070400.0
model_repo: cycy233/nemo-p-v0-c1
model_size: 13B
num_battles: 11673
num_wins: 5704
ranking_group: single
status: torndown
submission_type: basic
throughput_3p7s: 1.66
timestamp: 2024-09-15T07:56:57+00:00
us_pacific_date: 2024-09-15
win_ratio: 0.488649019103915
Download Preference Data
Resubmit model
Shutdown handler not registered because Python interpreter is not running in the main thread
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Running pipeline stage MKMLizer
Starting job with name cycy233-nemo-p-v0-c1-v1-mkmlizer
Waiting for job on cycy233-nemo-p-v0-c1-v1-mkmlizer to finish
cycy233-nemo-p-v0-c1-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ _____ __ __ ║
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cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ /___/ ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Version: 0.10.1 ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Copyright 2023 MK ONE TECHNOLOGIES Inc. ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ https://mk1.ai ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ The license key for the current software has been verified as ║
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cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Chai Research Corp. ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f ║
cycy233-nemo-p-v0-c1-v1-mkmlizer: ║ Expiration: 2024-10-15 23:59:59 ║
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cycy233-nemo-p-v0-c1-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
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', '')
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', '')
cycy233-nemo-p-v0-c1-v1-mkmlizer: Downloaded to shared memory in 48.670s
cycy233-nemo-p-v0-c1-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpzv6bda6u, device:0
cycy233-nemo-p-v0-c1-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cycy233-nemo-p-v0-c1-v1-mkmlizer: quantized model in 36.209s
cycy233-nemo-p-v0-c1-v1-mkmlizer: Processed model cycy233/nemo-p-v0-c1 in 84.879s
cycy233-nemo-p-v0-c1-v1-mkmlizer: creating bucket guanaco-mkml-models
cycy233-nemo-p-v0-c1-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cycy233-nemo-p-v0-c1-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cycy233-nemo-p-v0-c1-v1
cycy233-nemo-p-v0-c1-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cycy233-nemo-p-v0-c1-v1/tokenizer.json
cycy233-nemo-p-v0-c1-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cycy233-nemo-p-v0-c1-v1/flywheel_model.0.safetensors
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Job cycy233-nemo-p-v0-c1-v1-mkmlizer completed after 117.07s with status: succeeded
Stopping job with name cycy233-nemo-p-v0-c1-v1-mkmlizer
Pipeline stage MKMLizer completed in 118.14s
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Creating inference service cycy233-nemo-p-v0-c1-v1
Waiting for inference service cycy233-nemo-p-v0-c1-v1 to be ready
Failed to get response for submission chaiml-lexical-nemo-v4-1k1e5_v3: ('http://chaiml-lexical-nemo-v4-1k1e5-v3-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', 'read tcp 127.0.0.1:59440->127.0.0.1:8080: read: connection reset by peer\n')
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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', '')
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', '')
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Inference service cycy233-nemo-p-v0-c1-v1 ready after 170.5936141014099s
Pipeline stage MKMLDeployer completed in 171.04s
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Received healthy response to inference request in 2.3072547912597656s
Received healthy response to inference request in 2.0892863273620605s
Received healthy response to inference request in 2.1446521282196045s
Received healthy response to inference request in 2.7758588790893555s
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Received healthy response to inference request in 3.3241186141967773s
5 requests
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5th percentile: 2.100359487533569
10th percentile: 2.111432647705078
20th percentile: 2.133578968048096
30th percentile: 2.1771726608276367
40th percentile: 2.242213726043701
50th percentile: 2.3072547912597656
60th percentile: 2.4946964263916014
70th percentile: 2.6821380615234376
80th percentile: 2.8855108261108398
90th percentile: 3.1048147201538088
95th percentile: 3.214466667175293
99th percentile: 3.3021882247924803
mean time: 2.5282341480255126
Pipeline stage StressChecker completed in 27.65s
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Inference service cycy233-nemo-p-v0-c1-v1-profiler ready after 170.3863980770111s
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/cycy233-nemo-p-v0-c1-v1-profiler-predictor-00001-deploymenqhtqf:/code/chaiverse_profiler_1726387660 --namespace tenant-chaiml-guanaco
kubectl exec -it cycy233-nemo-p-v0-c1-v1-profiler-predictor-00001-deploymenqhtqf --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726387660 && python profiles.py profile --best_of_n 8 --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_1726387660/summary.json'
kubectl exec -it cycy233-nemo-p-v0-c1-v1-profiler-predictor-00001-deploymenqhtqf --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726387660/summary.json'
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