cloudyu-nemo-dpo-v20

developer_uid: cloudyu

submission_id: cloudyu-nemo-dpo-v20_v11

model_name: cloudyu-nemo-dpo-v20_v1

model_group: cloudyu/Nemo-DPO-V20

status: inactive

timestamp: 2024-12-21T00:41:09+00:00

num_battles: 17337

num_wins: 9081

celo_rating: 1281.09

family_friendly_score: 0.5636

family_friendly_standard_error: 0.007013630158484265

submission_type: basic

model_repo: cloudyu/Nemo-DPO-V20

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.6163341714402757, 'latency_mean': 1.622434903383255, 'latency_p50': 1.6193066835403442, 'latency_p90': 1.7968248844146728}, {'batch_size': 3, 'throughput': 1.141112090032159, 'latency_mean': 2.6169365537166596, 'latency_p50': 2.6296204328536987, 'latency_p90': 2.8981326103210447}, {'batch_size': 5, 'throughput': 1.3855838258733977, 'latency_mean': 3.5890580105781553, 'latency_p50': 3.6189866065979004, 'latency_p90': 4.054974150657654}, {'batch_size': 6, 'throughput': 1.4563088424267836, 'latency_mean': 4.102622102499009, 'latency_p50': 4.111076235771179, 'latency_p90': 4.6089928388595585}, {'batch_size': 8, 'throughput': 1.529108156292787, 'latency_mean': 5.193445961475373, 'latency_p50': 5.195825457572937, 'latency_p90': 5.93378746509552}, {'batch_size': 10, 'throughput': 1.5668821404933746, 'latency_mean': 6.340046430826187, 'latency_p50': 6.340847730636597, 'latency_p90': 7.189081573486328}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cloudyu-nemo-dpo-v20_v1

is_internal_developer: False

language_model: cloudyu/Nemo-DPO-V20

model_size: 13B

ranking_group: single

throughput_3p7s: 1.41

us_pacific_date: 2024-12-20

win_ratio: 0.5237930437792006

generation_params: {'temperature': 0.95, 'top_p': 0.99, 'min_p': 0.01, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], '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 cloudyu-nemo-dpo-v20-v11-mkmlizer
Waiting for job on cloudyu-nemo-dpo-v20-v11-mkmlizer to finish
cloudyu-nemo-dpo-v20-v11-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║     _____            __           __                                ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║       /___/                                                         ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  Version: 0.11.12                                                   ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  https://mk1.ai                                                     ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  The license key for the current software has been verified as      ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  belonging to:                                                      ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  Chai Research Corp.                                                ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║  Expiration: 2025-01-15 23:59:59                                    ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ║                                                                     ║
cloudyu-nemo-dpo-v20-v11-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cloudyu-nemo-dpo-v20-v11-mkmlizer: Downloaded to shared memory in 57.588s
cloudyu-nemo-dpo-v20-v11-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmplvua0ei0, device:0
cloudyu-nemo-dpo-v20-v11-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cloudyu-nemo-dpo-v20-v11-mkmlizer: quantized model in 35.948s
cloudyu-nemo-dpo-v20-v11-mkmlizer: Processed model cloudyu/Nemo-DPO-V20 in 93.536s
cloudyu-nemo-dpo-v20-v11-mkmlizer: creating bucket guanaco-mkml-models
cloudyu-nemo-dpo-v20-v11-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cloudyu-nemo-dpo-v20-v11-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v11
cloudyu-nemo-dpo-v20-v11-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v11/config.json
cloudyu-nemo-dpo-v20-v11-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v11/special_tokens_map.json
cloudyu-nemo-dpo-v20-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v11/tokenizer_config.json
cloudyu-nemo-dpo-v20-v11-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v11/tokenizer.json
cloudyu-nemo-dpo-v20-v11-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cloudyu-nemo-dpo-v20-v11/flywheel_model.0.safetensors
cloudyu-nemo-dpo-v20-v11-mkmlizer: 
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Job cloudyu-nemo-dpo-v20-v11-mkmlizer completed after 125.13s with status: succeeded
Stopping job with name cloudyu-nemo-dpo-v20-v11-mkmlizer
Pipeline stage MKMLizer completed in 125.59s
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Creating inference service cloudyu-nemo-dpo-v20-v11
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Inference service cloudyu-nemo-dpo-v20-v11 ready after 250.93858909606934s
Pipeline stage MKMLDeployer completed in 251.47s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.2257308959960938s
Received healthy response to inference request in 1.6781392097473145s
Received healthy response to inference request in 1.6694190502166748s
Received healthy response to inference request in 2.077882766723633s
Received healthy response to inference request in 1.7499444484710693s
5 requests
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mean time: 1.880223274230957
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