developer_uid: NischayDnk
submission_id: chaiml-arli-24b-sft-exp_72078_v1
model_name: chaiml-arli-24b-sft-exp_72078_v1
model_group: ChaiML/arli-24b-sft-exp2
status: torndown
timestamp: 2025-04-26T05:02:39+00:00
num_battles: 8050
num_wins: 4017
celo_rating: 1284.36
family_friendly_score: 0.5626
family_friendly_standard_error: 0.0070154292812343285
submission_type: basic
model_repo: ChaiML/arli-24b-sft-exp2-nissftdata-top1klexical
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': 0.5328356147234227, 'latency_mean': 1.8766961097717285, 'latency_p50': 1.8805094957351685, 'latency_p90': 2.060504198074341}, {'batch_size': 3, 'throughput': 1.0876366047213355, 'latency_mean': 2.752948919534683, 'latency_p50': 2.7399702072143555, 'latency_p90': 3.0938935041427613}, {'batch_size': 5, 'throughput': 1.3971622144506646, 'latency_mean': 3.562130765914917, 'latency_p50': 3.5481196641921997, 'latency_p90': 3.979828953742981}, {'batch_size': 6, 'throughput': 1.521790805923649, 'latency_mean': 3.9336496484279633, 'latency_p50': 3.9258334636688232, 'latency_p90': 4.406205558776855}, {'batch_size': 8, 'throughput': 1.6489442091720867, 'latency_mean': 4.8066784393787385, 'latency_p50': 4.815667986869812, 'latency_p90': 5.373301005363464}, {'batch_size': 10, 'throughput': 1.7373259920904087, 'latency_mean': 5.7171154832839965, 'latency_p50': 5.779157042503357, 'latency_p90': 6.466515755653381}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-arli-24b-sft-exp_72078_v1
is_internal_developer: False
language_model: ChaiML/arli-24b-sft-exp2-nissftdata-top1klexical
model_size: 24B
ranking_group: single
throughput_3p7s: 1.45
us_pacific_date: 2025-04-25
win_ratio: 0.4990062111801242
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-72078-v1-mkmlizer
Waiting for job on chaiml-arli-24b-sft-exp-72078-v1-mkmlizer to finish
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║     _____            __           __                                ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║       /___/                                                         ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  Version: 0.12.8                                                    ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ║                                                                     ║
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: Downloaded to shared memory in 80.036s
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmp0qni0xq7, device:0
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: quantized model in 53.573s
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: Processed model ChaiML/arli-24b-sft-exp2-nissftdata-top1klexical in 133.609s
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-72078-v1
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-72078-v1/config.json
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-72078-v1/special_tokens_map.json
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-72078-v1/tokenizer_config.json
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-72078-v1/tokenizer.json
chaiml-arli-24b-sft-exp-72078-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-arli-24b-sft-exp-72078-v1/flywheel_model.1.safetensors
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Job chaiml-arli-24b-sft-exp-72078-v1-mkmlizer completed after 279.01s with status: succeeded
Stopping job with name chaiml-arli-24b-sft-exp-72078-v1-mkmlizer
Pipeline stage MKMLizer completed in 279.49s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.17s
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Running pipeline stage MKMLDeployer
Creating inference service chaiml-arli-24b-sft-exp-72078-v1
Waiting for inference service chaiml-arli-24b-sft-exp-72078-v1 to be ready
Inference service chaiml-arli-24b-sft-exp-72078-v1 ready after 130.42273473739624s
Pipeline stage MKMLDeployer completed in 130.90s
run pipeline stage %s
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 2.7601969242095947s
Received healthy response to inference request in 1.99668550491333s
Received healthy response to inference request in 2.179168939590454s
Received healthy response to inference request in 2.208649158477783s
5 requests
1 failed requests
5th percentile: 2.0331821918487547
10th percentile: 2.0696788787841798
20th percentile: 2.1426722526550295
30th percentile: 2.18506498336792
40th percentile: 2.1968570709228517
50th percentile: 2.208649158477783
60th percentile: 2.4292682647705077
70th percentile: 2.6498873710632322
80th percentile: 6.239110422134402
90th percentile: 13.19693741798401
95th percentile: 16.67585091590881
99th percentile: 19.458981714248658
mean time: 5.859892988204956
%s, retrying in %s seconds...
Received healthy response to inference request in 2.124469041824341s
Received healthy response to inference request in 1.9010016918182373s
Received healthy response to inference request in 2.017113447189331s
Received healthy response to inference request in 1.9859602451324463s
Received healthy response to inference request in 2.077834367752075s
5 requests
0 failed requests
5th percentile: 1.9179934024810792
10th percentile: 1.9349851131439209
20th percentile: 1.9689685344696044
30th percentile: 1.9921908855438233
40th percentile: 2.004652166366577
50th percentile: 2.017113447189331
60th percentile: 2.041401815414429
70th percentile: 2.0656901836395263
80th percentile: 2.0871613025665283
90th percentile: 2.1058151721954346
95th percentile: 2.1151421070098877
99th percentile: 2.12260365486145
mean time: 2.021275758743286
Pipeline stage StressChecker completed in 42.45s
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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 0.67s
Shutdown handler de-registered
chaiml-arli-24b-sft-exp_72078_v1 status is now deployed due to DeploymentManager action
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3088.81s
Shutdown handler de-registered
chaiml-arli-24b-sft-exp_72078_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-arli-24b-sft-exp_72078_v1 status is now torndown due to DeploymentManager action