chaiml-exp112-nemo12b-sf_6117

developer_uid: NischayDnk

submission_id: chaiml-exp112-nemo12b-sf_6117_v3

model_name: chaiml-exp112-nemo12b-sf_6117_v3

model_group: ChaiML/exp112-nemo12B-sf

status: torndown

timestamp: 2025-03-24T16:32:28+00:00

num_battles: 8748

num_wins: 4184

celo_rating: 1266.31

family_friendly_score: 0.5532

family_friendly_standard_error: 0.0070309282459715084

submission_type: basic

model_repo: ChaiML/exp112-nemo12B-sftmix4M-e3-07s

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.580637008248567, 'latency_mean': 1.722173252105713, 'latency_p50': 1.7195007801055908, 'latency_p90': 1.9021609544754028}, {'batch_size': 3, 'throughput': 1.0187802584528622, 'latency_mean': 2.9342062866687773, 'latency_p50': 2.918741226196289, 'latency_p90': 3.242328333854675}, {'batch_size': 5, 'throughput': 1.2070342683056139, 'latency_mean': 4.119260587692261, 'latency_p50': 4.136574745178223, 'latency_p90': 4.552492237091064}, {'batch_size': 6, 'throughput': 1.272690386580163, 'latency_mean': 4.693129194974899, 'latency_p50': 4.673195958137512, 'latency_p90': 5.3020347356796265}, {'batch_size': 8, 'throughput': 1.3156364388104658, 'latency_mean': 6.039599131345749, 'latency_p50': 6.026446461677551, 'latency_p90': 6.677826571464538}, {'batch_size': 10, 'throughput': 1.3559454349624356, 'latency_mean': 7.308300286531448, 'latency_p50': 7.422192692756653, 'latency_p90': 8.193631839752197}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-exp112-nemo12b-sf_6117_v3

is_internal_developer: False

language_model: ChaiML/exp112-nemo12B-sftmix4M-e3-07s

model_size: 13B

ranking_group: single

throughput_3p7s: 1.16

us_pacific_date: 2025-03-24

win_ratio: 0.47828074988568814

generation_params: {'temperature': 1.1, 'top_p': 0.975, 'min_p': 0.025, 'top_k': 40, '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': '<|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': 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-exp112-nemo12b-sf-6117-v3-mkmlizer
Waiting for job on chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer to finish
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║     _____            __           __                                ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║       /___/                                                         ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║                                                                     ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║                                                                     ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║                                                                     ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ║                                                                     ║
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: Downloaded to shared memory in 39.324s
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpjvn2bdov, device:0
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: quantized model in 35.280s
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: Processed model ChaiML/exp112-nemo12B-sftmix4M-e3-07s in 74.605s
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v3
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v3/config.json
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v3/special_tokens_map.json
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v3/tokenizer_config.json
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v3/tokenizer.json
chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp112-nemo12b-sf-6117-v3/flywheel_model.0.safetensors
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Job chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer completed after 104.1s with status: succeeded
Stopping job with name chaiml-exp112-nemo12b-sf-6117-v3-mkmlizer
Pipeline stage MKMLizer completed in 104.58s
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Creating inference service chaiml-exp112-nemo12b-sf-6117-v3
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Inference service chaiml-exp112-nemo12b-sf-6117-v3 ready after 90.53616762161255s
Pipeline stage MKMLDeployer completed in 91.06s
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Running pipeline stage StressChecker
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Received healthy response to inference request in 1.6081783771514893s
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