chaiml-lexical-nemo-v4-1k1e5

developer_uid: chai_backend_admin

submission_id: chaiml-lexical-nemo-v4-1k1e5_v3

model_name: chaiml-lexical-nemo-v4-1k1e5_v3

model_group: ChaiML/Lexical-Nemo-v4-1

status: inactive

timestamp: 2024-09-13T19:12:08+00:00

num_battles: 7806335

num_wins: 3927774

celo_rating: 1254.88

family_friendly_score: 0.5504632704514739

family_friendly_standard_error: 0.002343745545326314

submission_type: basic

model_repo: ChaiML/Lexical-Nemo-v4-1k1e5

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6166793636091756, 'latency_mean': 1.6215294754505158, 'latency_p50': 1.6303291320800781, 'latency_p90': 1.8143576383590698}, {'batch_size': 3, 'throughput': 1.0772203833725655, 'latency_mean': 2.7778813636302946, 'latency_p50': 2.7828482389450073, 'latency_p90': 3.0345614671707155}, {'batch_size': 5, 'throughput': 1.237692099170083, 'latency_mean': 4.023833891153336, 'latency_p50': 4.056706666946411, 'latency_p90': 4.497558355331421}, {'batch_size': 6, 'throughput': 1.251324957587887, 'latency_mean': 4.76826495885849, 'latency_p50': 4.775757789611816, 'latency_p90': 5.364778208732605}, {'batch_size': 8, 'throughput': 1.2559258037842993, 'latency_mean': 6.330206587314605, 'latency_p50': 6.370905518531799, 'latency_p90': 7.146477222442627}, {'batch_size': 10, 'throughput': 1.2073274119799124, 'latency_mean': 8.235195668935775, 'latency_p50': 8.304767489433289, 'latency_p90': 9.296771812438966}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-lexical-nemo-v4-1k1e5_v3

is_internal_developer: True

language_model: ChaiML/Lexical-Nemo-v4-1k1e5

model_size: 13B

ranking_group: single

throughput_3p7s: 1.21

us_pacific_date: 2024-09-13

win_ratio: 0.5031521194004613

generation_params: {'temperature': 0.9, 'top_p': 1.0, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', '###', 'Bot:', 'User:', 'You:', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, '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 chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer
Waiting for job on chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer to finish
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║       /___/                                                         ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  Version: 0.11.12                                                   ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ║                                                                     ║
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: Downloaded to shared memory in 75.014s
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpbuavujv4, device:0
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: quantized model in 39.164s
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: Processed model ChaiML/Lexical-Nemo-v4-1k1e5 in 114.178s
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v3
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v3/config.json
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v3/special_tokens_map.json
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v3/tokenizer_config.json
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v3/tokenizer.json
chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-lexical-nemo-v4-1k1e5-v3/flywheel_model.0.safetensors
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Job chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer completed after 137.65s with status: succeeded
Stopping job with name chaiml-lexical-nemo-v4-1k1e5-v3-mkmlizer
Pipeline stage MKMLizer completed in 138.63s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.25s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-lexical-nemo-v4-1k1e5-v3
Waiting for inference service chaiml-lexical-nemo-v4-1k1e5-v3 to be ready
Inference service chaiml-lexical-nemo-v4-1k1e5-v3 ready after 30.477820873260498s
Pipeline stage MKMLDeployer completed in 31.25s
run pipeline stage %s
Running pipeline stage StressChecker
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 3.1270289421081543s
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Received healthy response to inference request in 2.1571156978607178s
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Received healthy response to inference request in 1.9745268821716309s
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Received healthy response to inference request in 2.423691987991333s
HTTP Request: %s %s "%s %d %s"
Received healthy response to inference request in 1.9651601314544678s
5 requests
0 failed requests
5th percentile: 1.9670334815979005
10th percentile: 1.968906831741333
20th percentile: 1.9726535320281982
30th percentile: 2.011044645309448
40th percentile: 2.084080171585083
50th percentile: 2.1571156978607178
60th percentile: 2.263746213912964
70th percentile: 2.37037672996521
80th percentile: 2.5643593788146974
90th percentile: 2.845694160461426
95th percentile: 2.98636155128479
99th percentile: 3.0988954639434816
mean time: 2.3295047283172607
Pipeline stage StressChecker completed in 13.62s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 1.68s
Shutdown handler de-registered
chaiml-lexical-nemo-v4-1k1e5_v3 status is now deployed due to DeploymentManager action
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Skipping teardown as no inference service was successfully deployed
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Pipeline stage MKMLProfilerTemplater completed in 0.13s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-lexical-nemo-v4-1k1e5-v3-profiler
Waiting for inference service chaiml-lexical-nemo-v4-1k1e5-v3-profiler to be ready
Inference service chaiml-lexical-nemo-v4-1k1e5-v3-profiler ready after 180.60158324241638s
Pipeline stage MKMLProfilerDeployer completed in 181.05s
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Running pipeline stage MKMLProfilerRunner
kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/chaiml-lexical-nemo-051da947b039ce0348a4a7774f925e94-deplo772tp:/code/chaiverse_profiler_1726255156 --namespace tenant-chaiml-guanaco
kubectl exec -it chaiml-lexical-nemo-051da947b039ce0348a4a7774f925e94-deplo772tp --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726255156 && 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 1024 --output_tokens 64 --summary /code/chaiverse_profiler_1726255156/summary.json'
kubectl exec -it chaiml-lexical-nemo-051da947b039ce0348a4a7774f925e94-deplo772tp --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726255156/summary.json'
Pipeline stage MKMLProfilerRunner completed in 1162.31s
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Running pipeline stage MKMLProfilerDeleter
Checking if service chaiml-lexical-nemo-v4-1k1e5-v3-profiler is running
Tearing down inference service chaiml-lexical-nemo-v4-1k1e5-v3-profiler
Service chaiml-lexical-nemo-v4-1k1e5-v3-profiler has been torndown
Pipeline stage MKMLProfilerDeleter completed in 1.98s
Shutdown handler de-registered
chaiml-lexical-nemo-v4-1k1e5_v3 status is now torndown due to DeploymentManager action