chaiml-nis-cogito-32b-s_10984

developer_uid: NischayDnk

submission_id: chaiml-nis-cogito-32b-s_10984_v2

model_name: chaiml-nis-cogito-32b-s_10984_v2

model_group: ChaiML/nis-cogito-32b-sf

status: torndown

timestamp: 2025-04-18T07:23:09+00:00

num_battles: 8076

num_wins: 4016

celo_rating: 1285.45

family_friendly_score: 0.5609999999999999

family_friendly_standard_error: 0.007018247644533499

submission_type: basic

model_repo: ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys20k-1

model_architecture: Qwen2ForCausalLM

model_num_parameters: 32759331840.0

best_of: 5

max_input_tokens: 768

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.27505073232079436, 'latency_mean': 3.635607273578644, 'latency_p50': 3.6125935316085815, 'latency_p90': 4.058057689666748}, {'batch_size': 2, 'throughput': 0.4451286289948306, 'latency_mean': 4.490569118261337, 'latency_p50': 4.479836821556091, 'latency_p90': 4.9743070840835575}, {'batch_size': 3, 'throughput': 0.5970694161881371, 'latency_mean': 5.000512734651566, 'latency_p50': 4.9707865715026855, 'latency_p90': 5.611320161819458}, {'batch_size': 4, 'throughput': 0.7077755384097368, 'latency_mean': 5.643221611976624, 'latency_p50': 5.627131819725037, 'latency_p90': 6.277629709243774}, {'batch_size': 5, 'throughput': 0.7891001671335626, 'latency_mean': 6.296807887554169, 'latency_p50': 6.288181662559509, 'latency_p90': 6.9999961137771605}]

gpu_counts: {'NVIDIA RTX A6000': 1}

display_name: chaiml-nis-cogito-32b-s_10984_v2

is_internal_developer: False

language_model: ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys20k-1

model_size: 33B

ranking_group: single

throughput_3p7s: 0.29

us_pacific_date: 2025-04-18

win_ratio: 0.4972758791480931

generation_params: {'temperature': 0.55, 'top_p': 0.95, 'min_p': 0.04, 'top_k': 60, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['<|im_start|>', '<|im_end|>', '\n'], 'max_input_tokens': 768, 'best_of': 5, 'max_output_tokens': 64}

formatter: {'memory_template': '<|system|>Family Friendly{memory}\n', 'prompt_template': '', 'bot_template': '<|im_start|>assistant\n{message}<|im_end|>\n', 'user_template': '<|im_start|>user\nYou:{message}<|im_end|>\n', 'response_template': '<|im_start|>assistant\n', '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-nis-cogito-32b-s-10984-v2-mkmlizer
Waiting for job on chaiml-nis-cogito-32b-s-10984-v2-mkmlizer to finish
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: quantized model in 63.341s
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: Processed model ChaiML/nis-cogito-32b-sft-exp1-datav1ffsys20k-1 in 158.150s
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2/config.json
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2/added_tokens.json
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2/tokenizer_config.json
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2/special_tokens_map.json
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2/vocab.json
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2/merges.txt
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2/tokenizer.json
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-32b-s-10984-v2/flywheel_model.2.safetensors
chaiml-nis-cogito-32b-s-10984-v2-mkmlizer: 
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Job chaiml-nis-cogito-32b-s-10984-v2-mkmlizer completed after 197.68s with status: succeeded
Stopping job with name chaiml-nis-cogito-32b-s-10984-v2-mkmlizer
Pipeline stage MKMLizer completed in 198.11s
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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-nis-cogito-32b-s-10984-v2
Waiting for inference service chaiml-nis-cogito-32b-s-10984-v2 to be ready
Inference service chaiml-nis-cogito-32b-s-10984-v2 ready after 130.51247024536133s
Pipeline stage MKMLDeployer completed in 131.04s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.9110541343688965s
Received healthy response to inference request in 3.47786545753479s
Received healthy response to inference request in 3.281076192855835s
Received healthy response to inference request in 3.2854292392730713s
Received healthy response to inference request in 3.345674514770508s
5 requests
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5th percentile: 3.281946802139282
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95th percentile: 3.824416399002075
99th percentile: 3.8937265872955322
mean time: 3.46021990776062
Pipeline stage StressChecker completed in 18.54s
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 6401.79s
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chaiml-nis-cogito-32b-s_10984_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-cogito-32b-s_10984_v2 status is now torndown due to DeploymentManager action