cgato-nemo-12b-humaniz_74135

developer_uid: cgato

submission_id: cgato-nemo-12b-humaniz_74135_v32

model_name: cgato-nemo-12b-humaniz_74135_v32

model_group: cgato/Nemo-12b-Humanize-

status: torndown

timestamp: 2025-01-08T22:35:42+00:00

num_battles: 10321

num_wins: 5255

celo_rating: 1266.79

family_friendly_score: 0.585

family_friendly_standard_error: 0.00696814178960216

submission_type: basic

model_repo: cgato/Nemo-12b-Humanize-KTO-Experimental-Latest

model_architecture: MistralForCausalLM

model_num_parameters: 12772111360.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.620159087532178, 'latency_mean': 1.6124217545986175, 'latency_p50': 1.6192653179168701, 'latency_p90': 1.7952492713928223}, {'batch_size': 3, 'throughput': 1.1440179481824324, 'latency_mean': 2.6118150079250335, 'latency_p50': 2.6066001653671265, 'latency_p90': 2.855573320388794}, {'batch_size': 5, 'throughput': 1.3945207664617687, 'latency_mean': 3.573892582654953, 'latency_p50': 3.585264801979065, 'latency_p90': 3.9579081296920777}, {'batch_size': 6, 'throughput': 1.4565728200815675, 'latency_mean': 4.09447231054306, 'latency_p50': 4.1066529750823975, 'latency_p90': 4.677511405944824}, {'batch_size': 8, 'throughput': 1.5278091581061979, 'latency_mean': 5.200507178306579, 'latency_p50': 5.185400009155273, 'latency_p90': 5.829315805435181}, {'batch_size': 10, 'throughput': 1.587633685727074, 'latency_mean': 6.237784167528153, 'latency_p50': 6.213250041007996, 'latency_p90': 7.144152903556823}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-humaniz_74135_v32

is_internal_developer: False

language_model: cgato/Nemo-12b-Humanize-KTO-Experimental-Latest

model_size: 13B

ranking_group: single

throughput_3p7s: 1.42

us_pacific_date: 2025-01-08

win_ratio: 0.5091560895262087

generation_params: {'temperature': 0.95, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 80, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n', '</s>', 'Bot:', 'You:', 'User:', 'Me:', '####'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '<|im_start|>system\n{memory}<|im_end|>\n', 'prompt_template': '<|im_start|>user\n{prompt}<|im_end|>\n', 'bot_template': '<|im_start|>assistant\n{bot_name}: {message}<|im_end|>\n', 'user_template': '<|im_start|>user\n{user_name}: {message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n{bot_name}:', 'truncate_by_message': True}

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 cgato-nemo-12b-humaniz-74135-v32-mkmlizer
Waiting for job on cgato-nemo-12b-humaniz-74135-v32-mkmlizer to finish
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: Downloaded to shared memory in 36.191s
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpkf0j9aji, device:0
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: quantized model in 35.761s
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: Processed model cgato/Nemo-12b-Humanize-KTO-Experimental-Latest in 71.952s
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v32
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v32/tokenizer_config.json
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v32/tokenizer.json
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v32/flywheel_model.0.safetensors
cgato-nemo-12b-humaniz-74135-v32-mkmlizer: 
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Job cgato-nemo-12b-humaniz-74135-v32-mkmlizer completed after 104.59s with status: succeeded
Stopping job with name cgato-nemo-12b-humaniz-74135-v32-mkmlizer
Pipeline stage MKMLizer completed in 105.13s
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Inference service cgato-nemo-12b-humaniz-74135-v32 ready after 361.7228708267212s
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Received healthy response to inference request in 1.689812183380127s
Received healthy response to inference request in 2.04399037361145s
Received healthy response to inference request in 2.0290935039520264s
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