chaiml-nis-cogito-14b-s_65902

developer_uid: NischayDnk

submission_id: chaiml-nis-cogito-14b-s_65902_v1

model_name: chaiml-nis-cogito-14b-s_65902_v1

model_group: ChaiML/nis-cogito-14b-sf

status: inactive

timestamp: 2025-04-15T16:22:51+00:00

num_battles: 6879

num_wins: 3423

celo_rating: 1286.09

family_friendly_score: 0.5428

family_friendly_standard_error: 0.007045114051596325

submission_type: basic

model_repo: ChaiML/nis-cogito-14b-sft-exp1-datav1ffsys20k

model_architecture: Qwen2ForCausalLM

model_num_parameters: 14765603840.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

latencies: [{'batch_size': 1, 'throughput': 0.47482816035302666, 'latency_mean': 2.1059604930877684, 'latency_p50': 2.111983060836792, 'latency_p90': 2.328515625}, {'batch_size': 3, 'throughput': 0.8887071882093741, 'latency_mean': 3.3662371706962584, 'latency_p50': 3.3661516904830933, 'latency_p90': 3.7315452337265014}, {'batch_size': 5, 'throughput': 1.0847191190045042, 'latency_mean': 4.590666154623031, 'latency_p50': 4.542040228843689, 'latency_p90': 5.2544074058532715}, {'batch_size': 6, 'throughput': 1.1307164529158653, 'latency_mean': 5.282470062971115, 'latency_p50': 5.297169327735901, 'latency_p90': 5.970186257362366}, {'batch_size': 10, 'throughput': 1.2273091567646945, 'latency_mean': 8.094581722021102, 'latency_p50': 8.055011749267578, 'latency_p90': 9.162237572669984}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: chaiml-nis-cogito-14b-s_65902_v1

is_internal_developer: True

language_model: ChaiML/nis-cogito-14b-sft-exp1-datav1ffsys20k

model_size: 15B

ranking_group: single

throughput_3p7s: 0.96

us_pacific_date: 2025-04-15

win_ratio: 0.49760139555167904

generation_params: {'temperature': 0.85, 'top_p': 0.94, 'min_p': 0.02, 'top_k': 40, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['\n', '<|im_end|>'], 'max_input_tokens': 1024, 'best_of': 8, '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
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Running pipeline stage MKMLizer
Starting job with name chaiml-nis-cogito-14b-s-65902-v1-mkmlizer
Waiting for job on chaiml-nis-cogito-14b-s-65902-v1-mkmlizer to finish
Failed to get response for submission chaiml-nis-cogito-14b-sf_7580_v1: HTTPConnectionPool(host='chaiml-nis-cogito-14b-sf-7580-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║     _____            __           __                                ║
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chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: Downloaded to shared memory in 57.796s
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpx5yydems, device:0
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: quantized model in 35.670s
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: Processed model ChaiML/nis-cogito-14b-sft-exp1-datav1ffsys20k in 93.467s
Retrying (%r) after connection broken by '%r': %s
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/config.json
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/tokenizer_config.json
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/special_tokens_map.json
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/added_tokens.json
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/merges.txt
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/vocab.json
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/tokenizer.json
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/flywheel_model.1.safetensors
chaiml-nis-cogito-14b-s-65902-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito-14b-s-65902-v1/flywheel_model.0.safetensors
Job chaiml-nis-cogito-14b-s-65902-v1-mkmlizer completed after 125.95s with status: succeeded
Stopping job with name chaiml-nis-cogito-14b-s-65902-v1-mkmlizer
Pipeline stage MKMLizer completed in 126.44s
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Inference service chaiml-nis-cogito-14b-s-65902-v1 ready after 130.50713801383972s
Pipeline stage MKMLDeployer completed in 131.01s
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Received healthy response to inference request in 2.442646026611328s
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5th percentile: 1.871913766860962
10th percentile: 1.8740689277648925
20th percentile: 1.8783792495727538
30th percentile: 1.9005292415618897
40th percentile: 1.9405189037322998
50th percentile: 1.98050856590271
60th percentile: 2.0520464420318603
70th percentile: 2.1235843181610106
80th percentile: 2.2160118103027346
90th percentile: 2.329328918457031
95th percentile: 2.3859874725341794
99th percentile: 2.4313143157958983
mean time: 2.066560173034668
Pipeline stage StressChecker completed in 11.64s
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2799.78s
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chaiml-nis-cogito-14b-s_65902_v1 status is now inactive due to auto deactivation removed underperforming models