cgato-nemo-12b-humaniz_74135

developer_uid: cgato

submission_id: cgato-nemo-12b-humaniz_74135_v34

model_name: cgato-nemo-12b-humaniz_74135_v34

model_group: cgato/Nemo-12b-Humanize-

status: torndown

timestamp: 2025-01-08T23:47:15+00:00

num_battles: 6552

num_wins: 3471

celo_rating: 1264.43

family_friendly_score: 0.5846

family_friendly_standard_error: 0.006969115295358515

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': 0.6028834031588762, 'latency_mean': 1.6586350357532502, 'latency_p50': 1.656215786933899, 'latency_p90': 1.8282143592834472}, {'batch_size': 3, 'throughput': 1.110404503974067, 'latency_mean': 2.6896447491645814, 'latency_p50': 2.6953881978988647, 'latency_p90': 2.9529624462127684}, {'batch_size': 5, 'throughput': 1.3277463238650287, 'latency_mean': 3.75653755903244, 'latency_p50': 3.781808376312256, 'latency_p90': 4.158422112464905}, {'batch_size': 6, 'throughput': 1.4083018466881356, 'latency_mean': 4.233892335891723, 'latency_p50': 4.21247673034668, 'latency_p90': 4.799238967895508}, {'batch_size': 8, 'throughput': 1.4645731406868794, 'latency_mean': 5.419755010604859, 'latency_p50': 5.4113287925720215, 'latency_p90': 6.1277920484542845}, {'batch_size': 10, 'throughput': 1.512053604118348, 'latency_mean': 6.576636140346527, 'latency_p50': 6.521264910697937, 'latency_p90': 7.466911196708679}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: cgato-nemo-12b-humaniz_74135_v34

is_internal_developer: False

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

model_size: 13B

ranking_group: single

throughput_3p7s: 1.32

us_pacific_date: 2025-01-08

win_ratio: 0.5297619047619048

generation_params: {'temperature': 0.7, 'top_p': 0.9, 'min_p': 0.0, 'top_k': 40, 'presence_penalty': 0.01, 'frequency_penalty': 0.01, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': '### Instruction:\n{memory}\n', 'prompt_template': '### Input:\n{prompt}\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '### Response:\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-v34-mkmlizer
Waiting for job on cgato-nemo-12b-humaniz-74135-v34-mkmlizer to finish
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║     _____            __           __                                ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║       /___/                                                         ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  Version: 0.11.12                                                   ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  https://mk1.ai                                                     ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  The license key for the current software has been verified as      ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  belonging to:                                                      ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  Chai Research Corp.                                                ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ║                                                                     ║
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: Downloaded to shared memory in 31.537s
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp01z47yhi, device:0
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: Saving flywheel model at /dev/shm/model_cache
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: quantized model in 36.307s
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: Processed model cgato/Nemo-12b-Humanize-KTO-Experimental-Latest in 67.844s
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: creating bucket guanaco-mkml-models
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v34
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v34/config.json
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v34/special_tokens_map.json
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v34/tokenizer_config.json
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v34/tokenizer.json
cgato-nemo-12b-humaniz-74135-v34-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/cgato-nemo-12b-humaniz-74135-v34/flywheel_model.0.safetensors
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Job cgato-nemo-12b-humaniz-74135-v34-mkmlizer completed after 93.85s with status: succeeded
Stopping job with name cgato-nemo-12b-humaniz-74135-v34-mkmlizer
Pipeline stage MKMLizer completed in 94.32s
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Creating inference service cgato-nemo-12b-humaniz-74135-v34
Waiting for inference service cgato-nemo-12b-humaniz-74135-v34 to be ready
Failed to get response for submission thedrummer-cydonia-22b-v1_v6: HTTPConnectionPool(host='thedrummer-cydonia-22b-v1-v6-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission thedrummer-cydonia-22b-v1_v6: HTTPConnectionPool(host='thedrummer-cydonia-22b-v1-v6-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission thedrummer-cydonia-22b-v1_v6: HTTPConnectionPool(host='thedrummer-cydonia-22b-v1-v6-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service cgato-nemo-12b-humaniz-74135-v34 ready after 361.4721665382385s
Pipeline stage MKMLDeployer completed in 362.01s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.371122360229492s
Received healthy response to inference request in 1.700972557067871s
Received healthy response to inference request in 1.6678435802459717s
Received healthy response to inference request in 1.7587895393371582s
Received healthy response to inference request in 1.766676425933838s
5 requests
0 failed requests
5th percentile: 1.6744693756103515
10th percentile: 1.6810951709747315
20th percentile: 1.6943467617034913
30th percentile: 1.7125359535217286
40th percentile: 1.7356627464294434
50th percentile: 1.7587895393371582
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70th percentile: 1.765099048614502
80th percentile: 1.8875656127929688
90th percentile: 2.1293439865112305
95th percentile: 2.2502331733703613
99th percentile: 2.346944522857666
mean time: 1.8530808925628661
Pipeline stage StressChecker completed in 10.70s
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2645.99s
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