chaiml-arli-24b-sft-exp_67120

developer_uid: NischayDnk

submission_id: chaiml-arli-24b-sft-exp_67120_v2

model_name: chaiml-arli-24b-sft-exp_67120_v2

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

status: torndown

timestamp: 2025-04-25T11:59:16+00:00

num_battles: 9143

num_wins: 4755

celo_rating: 1304.59

family_friendly_score: 0.5358

family_friendly_standard_error: 0.007052919395541112

submission_type: basic

model_repo: ChaiML/arli-24b-sft-exp2-screenshotdata-top3klexical

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': 0.5233801565564906, 'latency_mean': 1.9105933821201324, 'latency_p50': 1.9294544458389282, 'latency_p90': 2.0993401288986204}, {'batch_size': 3, 'throughput': 1.0778254282795374, 'latency_mean': 2.7697951018810274, 'latency_p50': 2.798313617706299, 'latency_p90': 3.0573189973831174}, {'batch_size': 5, 'throughput': 1.389348067698435, 'latency_mean': 3.5824659407138824, 'latency_p50': 3.563390374183655, 'latency_p90': 4.021663093566895}, {'batch_size': 6, 'throughput': 1.506261278824446, 'latency_mean': 3.943686846494675, 'latency_p50': 3.95016348361969, 'latency_p90': 4.429408884048462}, {'batch_size': 8, 'throughput': 1.6521546456397156, 'latency_mean': 4.811580200195312, 'latency_p50': 4.864025831222534, 'latency_p90': 5.41713969707489}, {'batch_size': 10, 'throughput': 1.725522930028528, 'latency_mean': 5.7329387593269345, 'latency_p50': 5.728291392326355, 'latency_p90': 6.359448862075806}]

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

display_name: chaiml-arli-24b-sft-exp_67120_v2

is_internal_developer: False

language_model: ChaiML/arli-24b-sft-exp2-screenshotdata-top3klexical

model_size: 24B

ranking_group: single

throughput_3p7s: 1.44

us_pacific_date: 2025-04-25

win_ratio: 0.520069998906267

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-67120-v2-mkmlizer
Waiting for job on chaiml-arli-24b-sft-exp-67120-v2-mkmlizer to finish
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║     _____            __           __                                ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: Downloaded to shared memory in 70.447s
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp5wyr2d4c, device:0
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: quantized model in 54.505s
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-screenshotdata-top3klexical in 124.952s
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-67120-v2
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-67120-v2/config.json
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-67120-v2/special_tokens_map.json
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-67120-v2/tokenizer_config.json
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-67120-v2/tokenizer.json
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-67120-v2/flywheel_model.1.safetensors
chaiml-arli-24b-sft-exp-67120-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-67120-v2/flywheel_model.0.safetensors
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Job chaiml-arli-24b-sft-exp-67120-v2-mkmlizer completed after 156.1s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-67120-v2-mkmlizer
Pipeline stage MKMLizer completed in 156.59s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-arli-24b-sft-exp-67120-v2
Waiting for inference service chaiml-arli-24b-sft-exp-67120-v2 to be ready
Inference service chaiml-arli-24b-sft-exp-67120-v2 ready after 130.49032068252563s
Pipeline stage MKMLDeployer completed in 131.03s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.6201560497283936s
Received healthy response to inference request in 1.869884967803955s
Received healthy response to inference request in 1.8873143196105957s
Received healthy response to inference request in 2.0831527709960938s
Received healthy response to inference request in 1.8963689804077148s
5 requests
0 failed requests
5th percentile: 1.8733708381652832
10th percentile: 1.8768567085266112
20th percentile: 1.8838284492492676
30th percentile: 1.8891252517700194
40th percentile: 1.8927471160888671
50th percentile: 1.8963689804077148
60th percentile: 1.9710824966430665
70th percentile: 2.045796012878418
80th percentile: 2.1905534267425537
90th percentile: 2.4053547382354736
95th percentile: 2.5127553939819336
99th percentile: 2.5986759185791017
mean time: 2.0713754177093504
Pipeline stage StressChecker completed in 11.79s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.75s
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chaiml-arli-24b-sft-exp_67120_v2 status is now deployed due to DeploymentManager action
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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 4486.00s
Shutdown handler de-registered
chaiml-arli-24b-sft-exp_67120_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-arli-24b-sft-exp_67120_v2 status is now torndown due to DeploymentManager action