chaiml-arli-24b-sft-exp_92437

developer_uid: NischayDnk

submission_id: chaiml-arli-24b-sft-exp_92437_v1

model_name: chaiml-arli-24b-sft-exp_92437_v1

model_group: ChaiML/arli-24b-sft-exp2

status: torndown

timestamp: 2025-04-28T08:09:18+00:00

num_battles: 9834

num_wins: 4923

celo_rating: 1289.7

family_friendly_score: 0.5806

family_friendly_standard_error: 0.0069785906886705995

submission_type: basic

model_repo: ChaiML/arli-24b-sft-exp2-retryv2sftdata-top50perclexical

model_architecture: MistralForCausalLM

model_num_parameters: 24096691200.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5338918416518379, 'latency_mean': 1.8729693508148193, 'latency_p50': 1.8696376085281372, 'latency_p90': 2.0666841745376585}, {'batch_size': 3, 'throughput': 1.0897502007460698, 'latency_mean': 2.7496120703220366, 'latency_p50': 2.7712011337280273, 'latency_p90': 3.0482433319091795}, {'batch_size': 5, 'throughput': 1.4196831603474311, 'latency_mean': 3.508807748556137, 'latency_p50': 3.5155402421951294, 'latency_p90': 3.8979271411895753}, {'batch_size': 6, 'throughput': 1.5252717085603509, 'latency_mean': 3.899394166469574, 'latency_p50': 3.905670404434204, 'latency_p90': 4.352899956703186}, {'batch_size': 8, 'throughput': 1.6780363627048434, 'latency_mean': 4.7236914896965025, 'latency_p50': 4.709986090660095, 'latency_p90': 5.298594117164612}, {'batch_size': 10, 'throughput': 1.7527246012753306, 'latency_mean': 5.658342757225037, 'latency_p50': 5.725094437599182, 'latency_p90': 6.368212342262268}]

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

display_name: chaiml-arli-24b-sft-exp_92437_v1

is_internal_developer: False

language_model: ChaiML/arli-24b-sft-exp2-retryv2sftdata-top50perclexical

model_size: 24B

ranking_group: single

throughput_3p7s: 1.48

us_pacific_date: 2025-04-28

win_ratio: 0.5006101281269066

generation_params: {'temperature': 0.45, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['\n', '<|im_end|>', '<|im_start|>'], '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
run pipeline stage %s
Running pipeline stage MKMLizer
Starting job with name chaiml-arli-24b-sft-exp-92437-v1-mkmlizer
Waiting for job on chaiml-arli-24b-sft-exp-92437-v1-mkmlizer to finish
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: Downloaded to shared memory in 77.440s
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpy475qf0i, device:0
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: quantized model in 53.275s
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-retryv2sftdata-top50perclexical in 130.716s
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-92437-v1
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-92437-v1/config.json
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-92437-v1/special_tokens_map.json
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-92437-v1/tokenizer_config.json
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-92437-v1/tokenizer.json
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-92437-v1/flywheel_model.1.safetensors
chaiml-arli-24b-sft-exp-92437-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-92437-v1/flywheel_model.0.safetensors
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Job chaiml-arli-24b-sft-exp-92437-v1-mkmlizer completed after 156.18s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-92437-v1-mkmlizer
Pipeline stage MKMLizer completed in 156.67s
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Running pipeline stage MKMLTemplater
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-arli-24b-sft-exp-92437-v1
Waiting for inference service chaiml-arli-24b-sft-exp-92437-v1 to be ready
Inference service chaiml-arli-24b-sft-exp-92437-v1 ready after 130.42133569717407s
Pipeline stage MKMLDeployer completed in 131.00s
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Running pipeline stage StressChecker
HTTPConnectionPool(host='guanaco-submitter.guanaco-backend.k2.chaiverse.com', port=80): Read timed out. (read timeout=20)
Received unhealthy response to inference request!
Received healthy response to inference request in 2.5886170864105225s
Received healthy response to inference request in 2.033677339553833s
Received healthy response to inference request in 1.8505260944366455s
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5th percentile: 1.887156343460083
10th percentile: 1.9237865924835205
20th percentile: 1.9970470905303954
30th percentile: 2.084372091293335
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80th percentile: 6.103013277053837
90th percentile: 13.131805658340456
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99th percentile: 19.457718801498412
mean time: 5.784113931655884
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5th percentile: 1.8950311183929442
10th percentile: 1.9417715549468995
20th percentile: 2.0352524280548097
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90th percentile: 2.2973232746124266
95th percentile: 2.300637149810791
99th percentile: 2.3032882499694822
mean time: 2.144133281707764
Pipeline stage StressChecker completed in 42.49s
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Creating inference service chaiml-arli-24b-sft-exp-92437-v1-profiler
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 2766.24s
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chaiml-arli-24b-sft-exp_92437_v1 status is now inactive due to auto deactivation removed underperforming models
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