chaiml-nis-cogito32b-si_48245

developer_uid: NischayDnk

submission_id: chaiml-nis-cogito32b-si_48245_v1

model_name: chaiml-nis-cogito32b-si_48245_v1

model_group: ChaiML/nis-cogito32b-sim

status: torndown

timestamp: 2025-04-22T07:20:20+00:00

num_battles: 9778

num_wins: 5580

celo_rating: 1337.21

family_friendly_score: 0.44920000000000004

family_friendly_standard_error: 0.007034477379308288

submission_type: basic

model_repo: ChaiML/nis-cogito32b-simpoexp6-s2full-datav1ff-ftsimpo1340-3e

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': 0.3927163123050055, 'latency_mean': 2.5462986493110655, 'latency_p50': 2.5174598693847656, 'latency_p90': 2.8636929273605345}, {'batch_size': 3, 'throughput': 0.8588448678797442, 'latency_mean': 3.476450947523117, 'latency_p50': 3.468539237976074, 'latency_p90': 3.844680428504944}, {'batch_size': 5, 'throughput': 1.1929206802232977, 'latency_mean': 4.16376685500145, 'latency_p50': 4.154306888580322, 'latency_p90': 4.665130829811096}, {'batch_size': 6, 'throughput': 1.30136509633732, 'latency_mean': 4.565491108894348, 'latency_p50': 4.552883505821228, 'latency_p90': 5.079741978645325}, {'batch_size': 8, 'throughput': 1.484611963709836, 'latency_mean': 5.353539338111878, 'latency_p50': 5.342539548873901, 'latency_p90': 6.03269555568695}, {'batch_size': 10, 'throughput': 1.6090921156307076, 'latency_mean': 6.152345759868622, 'latency_p50': 6.164358377456665, 'latency_p90': 6.942982792854309}]

gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}

display_name: chaiml-nis-cogito32b-si_48245_v1

is_internal_developer: False

language_model: ChaiML/nis-cogito32b-simpoexp6-s2full-datav1ff-ftsimpo1340-3e

model_size: 33B

ranking_group: single

throughput_3p7s: 0.99

us_pacific_date: 2025-04-22

win_ratio: 0.5706688484352629

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['\n', '<|im_start|>', '<|im_end|>'], '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-cogito32b-si-48245-v1-mkmlizer
Waiting for job on chaiml-nis-cogito32b-si-48245-v1-mkmlizer to finish
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║       /___/                                                         ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ║                                                                     ║
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-cogito12b-sft-ne_75354_v1: HTTPConnectionPool(host='chaiml-cogito12b-sft-ne-75354-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-cogito12b-sft-ne_75354_v1: HTTPConnectionPool(host='chaiml-cogito12b-sft-ne-75354-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-cogito12b-sft-ne_75354_v1: HTTPConnectionPool(host='chaiml-cogito12b-sft-ne-75354-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-cogito12b-sft-ne_75354_v1: HTTPConnectionPool(host='chaiml-cogito12b-sft-ne-75354-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: Downloaded to shared memory in 109.080s
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5m_eacp8, device:0
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: quantized model in 64.195s
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: Processed model ChaiML/nis-cogito32b-simpoexp6-s2full-datav1ff-ftsimpo1340-3e in 173.275s
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-48245-v1
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-48245-v1/config.json
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-48245-v1/added_tokens.json
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-48245-v1/tokenizer.json
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-48245-v1/vocab.json
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-48245-v1/flywheel_model.2.safetensors
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-48245-v1/flywheel_model.1.safetensors
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nis-cogito32b-si-48245-v1/flywheel_model.0.safetensors
chaiml-nis-cogito32b-si-48245-v1-mkmlizer: 
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Job chaiml-nis-cogito32b-si-48245-v1-mkmlizer completed after 206.87s with status: succeeded
Stopping job with name chaiml-nis-cogito32b-si-48245-v1-mkmlizer
Pipeline stage MKMLizer completed in 207.40s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-nis-cogito32b-si-48245-v1
Waiting for inference service chaiml-nis-cogito32b-si-48245-v1 to be ready
Failed to get response for submission chaiml-cogito12b-sft-ne_75354_v1: HTTPConnectionPool(host='chaiml-cogito12b-sft-ne-75354-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Failed to get response for submission chaiml-cogito12b-sft-ne_75354_v1: HTTPConnectionPool(host='chaiml-cogito12b-sft-ne-75354-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-nis-cogito32b-si-48245-v1 ready after 130.4485502243042s
Pipeline stage MKMLDeployer completed in 130.98s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 3.2830119132995605s
Received healthy response to inference request in 2.6021363735198975s
Received healthy response to inference request in 2.5596721172332764s
Received healthy response to inference request in 2.482440233230591s
Received healthy response to inference request in 2.570711612701416s
5 requests
0 failed requests
5th percentile: 2.497886610031128
10th percentile: 2.513332986831665
20th percentile: 2.544225740432739
30th percentile: 2.561880016326904
40th percentile: 2.5662958145141603
50th percentile: 2.570711612701416
60th percentile: 2.5832815170288086
70th percentile: 2.595851421356201
80th percentile: 2.7383114814758303
90th percentile: 3.0106616973876954
95th percentile: 3.1468368053436278
99th percentile: 3.255776891708374
mean time: 2.6995944499969484
Pipeline stage StressChecker completed in 14.88s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.68s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.67s
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chaiml-nis-cogito32b-si_48245_v1 status is now deployed due to DeploymentManager action
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Evaluating %s Family Friendly Score with %s threads
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Evaluating %s Family Friendly Score with %s threads
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4711.70s
Shutdown handler de-registered
chaiml-nis-cogito32b-si_48245_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-nis-cogito32b-si_48245_v1 status is now torndown due to DeploymentManager action