chaiml-exp114-nemo12b-s_42943

developer_uid: NischayDnk

submission_id: chaiml-exp114-nemo12b-s_42943_v1

model_name: chaiml-exp114-nemo12b-s_42943_v1

model_group: ChaiML/exp114-nemo12B-sf

status: torndown

timestamp: 2025-03-24T15:46:11+00:00

num_battles: 10335

num_wins: 5035

celo_rating: 1272.87

family_friendly_score: 0.5418000000000001

family_friendly_standard_error: 0.007046314781501037

submission_type: basic

model_repo: ChaiML/exp114-nemo12B-sftmix4M-e3

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': 0.6024274205402197, 'latency_mean': 1.6598782873153686, 'latency_p50': 1.6631938219070435, 'latency_p90': 1.8489586353302}, {'batch_size': 3, 'throughput': 1.097068656166592, 'latency_mean': 2.730828803777695, 'latency_p50': 2.7659960985183716, 'latency_p90': 2.983261680603027}, {'batch_size': 5, 'throughput': 1.3143091668129345, 'latency_mean': 3.7917431807518005, 'latency_p50': 3.7922487258911133, 'latency_p90': 4.262828397750854}, {'batch_size': 6, 'throughput': 1.3850343559717906, 'latency_mean': 4.310044988393783, 'latency_p50': 4.311572194099426, 'latency_p90': 4.869457650184631}, {'batch_size': 8, 'throughput': 1.436685027853519, 'latency_mean': 5.517697817087173, 'latency_p50': 5.533911347389221, 'latency_p90': 6.2727824449539185}, {'batch_size': 10, 'throughput': 1.4797243071941846, 'latency_mean': 6.693354341983795, 'latency_p50': 6.741698741912842, 'latency_p90': 7.5693278312683105}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-exp114-nemo12b-s_42943_v1

is_internal_developer: False

language_model: ChaiML/exp114-nemo12B-sftmix4M-e3

model_size: 13B

ranking_group: single

throughput_3p7s: 1.3

us_pacific_date: 2025-03-24

win_ratio: 0.48717948717948717

generation_params: {'temperature': 1.0, 'top_p': 0.975, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, '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-exp114-nemo12b-s-42943-v1-mkmlizer
Waiting for job on chaiml-exp114-nemo12b-s-42943-v1-mkmlizer to finish
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║       /___/                                                         ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║                                                                     ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║                                                                     ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║                                                                     ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║  Expiration: 2025-04-15 23:59:59                                    ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ║                                                                     ║
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: Downloaded to shared memory in 45.431s
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp61zdtcl1, device:0
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: quantized model in 36.112s
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: Processed model ChaiML/exp114-nemo12B-sftmix4M-e3 in 81.544s
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-exp114-nemo12b-s-42943-v1
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-exp114-nemo12b-s-42943-v1/config.json
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-exp114-nemo12b-s-42943-v1/special_tokens_map.json
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-exp114-nemo12b-s-42943-v1/tokenizer_config.json
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-exp114-nemo12b-s-42943-v1/tokenizer.json
chaiml-exp114-nemo12b-s-42943-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-exp114-nemo12b-s-42943-v1/flywheel_model.0.safetensors
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Job chaiml-exp114-nemo12b-s-42943-v1-mkmlizer completed after 114.08s with status: succeeded
Stopping job with name chaiml-exp114-nemo12b-s-42943-v1-mkmlizer
Pipeline stage MKMLizer completed in 114.55s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.14s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-exp114-nemo12b-s-42943-v1
Waiting for inference service chaiml-exp114-nemo12b-s-42943-v1 to be ready
Inference service chaiml-exp114-nemo12b-s-42943-v1 ready after 90.32976508140564s
Pipeline stage MKMLDeployer completed in 90.81s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4111485481262207s
Received healthy response to inference request in 1.6435272693634033s
Received healthy response to inference request in 1.8830277919769287s
Received healthy response to inference request in 1.7572405338287354s
Received healthy response to inference request in 1.6065611839294434s
5 requests
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5th percentile: 1.6139544010162354
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90th percentile: 2.199900245666504
95th percentile: 2.305524396896362
99th percentile: 2.390023717880249
mean time: 1.8603010654449463
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4451.49s
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