chaiml-cogito32b-sfts1-d_4119

developer_uid: NischayDnk

submission_id: chaiml-cogito32b-sfts1-d_4119_v2

model_name: chaiml-cogito32b-sfts1-d_4119_v2

model_group: ChaiML/cogito32b-sfts1-d

status: torndown

timestamp: 2025-05-16T19:54:18+00:00

num_battles: 8294

num_wins: 3976

celo_rating: 1269.65

family_friendly_score: 0.5691999999999999

family_friendly_standard_error: 0.0070030187776415394

submission_type: basic

model_repo: ChaiML/cogito32b-sfts1-datapret-top2kfflex-onlysel

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': 0.38907800230679723, 'latency_mean': 2.570123759508133, 'latency_p50': 2.556376576423645, 'latency_p90': 2.8635851383209228}, {'batch_size': 3, 'throughput': 0.8785751990146201, 'latency_mean': 3.3946675634384156, 'latency_p50': 3.3544775247573853, 'latency_p90': 3.7250226736068726}, {'batch_size': 5, 'throughput': 1.1951822799058351, 'latency_mean': 4.1711204242706295, 'latency_p50': 4.172926425933838, 'latency_p90': 4.70033700466156}, {'batch_size': 6, 'throughput': 1.3036045130805498, 'latency_mean': 4.562182492017746, 'latency_p50': 4.607703924179077, 'latency_p90': 5.084125757217407}, {'batch_size': 8, 'throughput': 1.4977550871274616, 'latency_mean': 5.291680027246475, 'latency_p50': 5.264536619186401, 'latency_p90': 5.964916682243347}, {'batch_size': 10, 'throughput': 1.6174836367176944, 'latency_mean': 6.115260851383209, 'latency_p50': 6.0776127576828, 'latency_p90': 6.8885983467102045}]

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

display_name: chaiml-cogito32b-sfts1-d_4119_v2

is_internal_developer: False

language_model: ChaiML/cogito32b-sfts1-datapret-top2kfflex-onlysel

model_size: 33B

ranking_group: single

throughput_3p7s: 1.02

us_pacific_date: 2025-05-16

win_ratio: 0.479382686279238

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': ['<|im_start|>', '\n', '<|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-cogito32b-sfts1-d-4119-v2-mkmlizer
Waiting for job on chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer to finish
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║       /___/                                                         ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║                                                                     ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║                                                                     ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║                                                                     ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ║                                                                     ║
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: Downloaded to shared memory in 84.477s
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp50uxn003, device:0
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: quantized model in 64.448s
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: Processed model ChaiML/cogito32b-sfts1-datapret-top2kfflex-onlysel in 148.926s
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/config.json
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/added_tokens.json s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/added_tokens.json
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/tokenizer_config.json
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/special_tokens_map.json
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/merges.txt s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/merges.txt
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/tokenizer.json
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/vocab.json s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/vocab.json
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.2.safetensors s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/flywheel_model.2.safetensors
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-cogito32b-sfts1-d-4119-v2/flywheel_model.0.safetensors
chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer: 
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Job chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer completed after 186.7s with status: succeeded
Stopping job with name chaiml-cogito32b-sfts1-d-4119-v2-mkmlizer
Pipeline stage MKMLizer completed in 187.25s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-cogito32b-sfts1-d-4119-v2
Waiting for inference service chaiml-cogito32b-sfts1-d-4119-v2 to be ready
Inference service chaiml-cogito32b-sfts1-d-4119-v2 ready after 140.5493197441101s
Pipeline stage MKMLDeployer completed in 141.11s
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Running pipeline stage StressChecker
Received healthy response to inference request in 3.501330852508545s
Received healthy response to inference request in 2.694833755493164s
Received healthy response to inference request in 2.399949550628662s
Received healthy response to inference request in 2.5336272716522217s
Received healthy response to inference request in 2.499727725982666s
5 requests
0 failed requests
5th percentile: 2.419905185699463
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50th percentile: 2.5336272716522217
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70th percentile: 2.6625924587249754
80th percentile: 2.8561331748962404
90th percentile: 3.1787320137023927
95th percentile: 3.3400314331054686
99th percentile: 3.4690709686279297
mean time: 2.725893831253052
Pipeline stage StressChecker completed in 15.24s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
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Pipeline stage OfflineFamilyFriendlyScorer completed in 5865.26s
Shutdown handler de-registered
chaiml-cogito32b-sfts1-d_4119_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-cogito32b-sfts1-d_4119_v2 status is now torndown due to DeploymentManager action