jic062-dpo-v1-6-nemo

developer_uid: chace9580
submission_id: jic062-dpo-v1-6-nemo_v1
model_name: jic062-dpo-v1-6-nemo_v1
model_group: jic062/dpo-v1.6-Nemo
status: torndown
timestamp: 2024-09-22T00:22:58+00:00
num_battles: 261753
num_wins: 133175
celo_rating: 1253.2
family_friendly_score: 0.0
submission_type: basic
model_repo: jic062/dpo-v1.6-Nemo
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
latencies: [{'batch_size': 1, 'throughput': 0.6203834081916346, 'latency_mean': 1.611844948530197, 'latency_p50': 1.6066184043884277, 'latency_p90': 1.7817476749420167}, {'batch_size': 3, 'throughput': 1.0929741411432543, 'latency_mean': 2.736880428791046, 'latency_p50': 2.7292484045028687, 'latency_p90': 2.989917540550232}, {'batch_size': 5, 'throughput': 1.2452591988681587, 'latency_mean': 3.999237231016159, 'latency_p50': 3.9864262342453003, 'latency_p90': 4.472228002548218}, {'batch_size': 6, 'throughput': 1.2788207885327445, 'latency_mean': 4.676178019046784, 'latency_p50': 4.670867085456848, 'latency_p90': 5.2569026231765745}, {'batch_size': 8, 'throughput': 1.2683014901958298, 'latency_mean': 6.262004603147506, 'latency_p50': 6.271590828895569, 'latency_p90': 7.220349287986755}, {'batch_size': 10, 'throughput': 1.2271995951061516, 'latency_mean': 8.105116794109344, 'latency_p50': 8.14585566520691, 'latency_p90': 9.128522539138794}]
gpu_counts: {'NVIDIA RTX A5000': 1}
display_name: jic062-dpo-v1-6-nemo_v1
is_internal_developer: False
language_model: jic062/dpo-v1.6-Nemo
model_size: 13B
ranking_group: single
throughput_3p7s: 1.22
us_pacific_date: 2024-09-21
win_ratio: 0.5087811792032947
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': ['\n', '/s', '[/INST]'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '[INST]system\n{memory}[/INST]\n', 'prompt_template': '[INST]user\n{prompt}[/INST]\n', 'bot_template': '[INST]assistant\n{bot_name}: {message}[/INST]\n', 'user_template': '[INST]user\n{user_name}: {message}[/INST]\n', 'response_template': '[INST]assistant\n{bot_name}:', 'truncate_by_message': False}
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 jic062-dpo-v1-6-nemo-v1-mkmlizer
Waiting for job on jic062-dpo-v1-6-nemo-v1-mkmlizer to finish
jic062-dpo-v1-6-nemo-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║     _____            __           __                                ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║       /___/                                                         ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║                                                                     ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  Version: 0.10.1                                                    ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  https://mk1.ai                                                     ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║                                                                     ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  belonging to:                                                      ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║                                                                     ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  Chai Research Corp.                                                ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║  Expiration: 2024-10-15 23:59:59                                    ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ║                                                                     ║
jic062-dpo-v1-6-nemo-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Connection pool is full, discarding connection: %s. Connection pool size: %s
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jic062-dpo-v1-6-nemo-v1-mkmlizer: Downloaded to shared memory in 47.838s
jic062-dpo-v1-6-nemo-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpgfi764jg, device:0
jic062-dpo-v1-6-nemo-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
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jic062-dpo-v1-6-nemo-v1-mkmlizer: quantized model in 35.478s
jic062-dpo-v1-6-nemo-v1-mkmlizer: Processed model jic062/dpo-v1.6-Nemo in 83.316s
jic062-dpo-v1-6-nemo-v1-mkmlizer: creating bucket guanaco-mkml-models
jic062-dpo-v1-6-nemo-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
jic062-dpo-v1-6-nemo-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/jic062-dpo-v1-6-nemo-v1
jic062-dpo-v1-6-nemo-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/jic062-dpo-v1-6-nemo-v1/config.json
jic062-dpo-v1-6-nemo-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/jic062-dpo-v1-6-nemo-v1/special_tokens_map.json
jic062-dpo-v1-6-nemo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/jic062-dpo-v1-6-nemo-v1/tokenizer_config.json
jic062-dpo-v1-6-nemo-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/jic062-dpo-v1-6-nemo-v1/tokenizer.json
jic062-dpo-v1-6-nemo-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/jic062-dpo-v1-6-nemo-v1/flywheel_model.0.safetensors
jic062-dpo-v1-6-nemo-v1-mkmlizer: 
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Job jic062-dpo-v1-6-nemo-v1-mkmlizer completed after 102.94s with status: succeeded
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Received healthy response to inference request in 2.607429265975952s
Received healthy response to inference request in 1.8262779712677002s
Received healthy response to inference request in 1.775345802307129s
Received healthy response to inference request in 2.157881498336792s
Received healthy response to inference request in 2.2170915603637695s
5 requests
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kubectl cp /code/guanaco/guanaco_inference_services/src/inference_scripts tenant-chaiml-guanaco/jic062-dpo-v1-6-nemo-v1-profiler-predictor-00001-deploymen4d69g:/code/chaiverse_profiler_1726965132 --namespace tenant-chaiml-guanaco
kubectl exec -it jic062-dpo-v1-6-nemo-v1-profiler-predictor-00001-deploymen4d69g --namespace tenant-chaiml-guanaco -- sh -c 'cd /code/chaiverse_profiler_1726965132 && 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_1726965132/summary.json'
kubectl exec -it jic062-dpo-v1-6-nemo-v1-profiler-predictor-00001-deploymen4d69g --namespace tenant-chaiml-guanaco -- bash -c 'cat /code/chaiverse_profiler_1726965132/summary.json'
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