unsloth-devstral-small-2505

developer_uid: NischayDnk
submission_id: unsloth-devstral-small-2505_v2
model_name: unsloth-devstral-small-2505_v2
model_group: unsloth/Devstral-Small-2
status: torndown
timestamp: 2025-05-23T16:49:30+00:00
num_battles: 6900
num_wins: 3341
celo_rating: 1274.8
family_friendly_score: 0.6238
family_friendly_standard_error: 0.006850891328871011
submission_type: basic
model_repo: unsloth/Devstral-Small-2505
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 1024
max_output_tokens: 64
reward_model: default
display_name: unsloth-devstral-small-2505_v2
is_internal_developer: False
language_model: unsloth/Devstral-Small-2505
model_size: 24B
ranking_group: single
us_pacific_date: 2025-05-23
win_ratio: 0.4842028985507246
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': ['<|im_start|>', '<|im_end|>', '\n'], '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 unsloth-devstral-small-2505-v2-mkmlizer
Waiting for job on unsloth-devstral-small-2505-v2-mkmlizer to finish
unsloth-devstral-small-2505-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
unsloth-devstral-small-2505-v2-mkmlizer: ║     _____            __           __                                ║
unsloth-devstral-small-2505-v2-mkmlizer: ║    / _/ /_ ___    __/ /  ___ ___ / /                                ║
unsloth-devstral-small-2505-v2-mkmlizer: ║   / _/ / // / |/|/ / _ \/ -_) -_) /                                 ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  /_//_/\_, /|__,__/_//_/\__/\__/_/                                  ║
unsloth-devstral-small-2505-v2-mkmlizer: ║       /___/                                                         ║
unsloth-devstral-small-2505-v2-mkmlizer: ║                                                                     ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  Version: 0.12.8                                                    ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  Copyright 2023 MK ONE TECHNOLOGIES Inc.                            ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  https://mk1.ai                                                     ║
unsloth-devstral-small-2505-v2-mkmlizer: ║                                                                     ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  belonging to:                                                      ║
unsloth-devstral-small-2505-v2-mkmlizer: ║                                                                     ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  Chai Research Corp.                                                ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
unsloth-devstral-small-2505-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
unsloth-devstral-small-2505-v2-mkmlizer: ║                                                                     ║
unsloth-devstral-small-2505-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
unsloth-devstral-small-2505-v2-mkmlizer: Downloaded to shared memory in 49.302s
unsloth-devstral-small-2505-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmprzz09qmb, device:0
unsloth-devstral-small-2505-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
unsloth-devstral-small-2505-v2-mkmlizer: quantized model in 53.702s
unsloth-devstral-small-2505-v2-mkmlizer: Processed model unsloth/Devstral-Small-2505 in 103.004s
unsloth-devstral-small-2505-v2-mkmlizer: creating bucket guanaco-mkml-models
unsloth-devstral-small-2505-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
unsloth-devstral-small-2505-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/unsloth-devstral-small-2505-v2
unsloth-devstral-small-2505-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/unsloth-devstral-small-2505-v2/special_tokens_map.json
unsloth-devstral-small-2505-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/unsloth-devstral-small-2505-v2/config.json
unsloth-devstral-small-2505-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/unsloth-devstral-small-2505-v2/tokenizer_config.json
unsloth-devstral-small-2505-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/unsloth-devstral-small-2505-v2/tokenizer.json
unsloth-devstral-small-2505-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/unsloth-devstral-small-2505-v2/flywheel_model.1.safetensors
unsloth-devstral-small-2505-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/unsloth-devstral-small-2505-v2/flywheel_model.0.safetensors
unsloth-devstral-small-2505-v2-mkmlizer: 
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Job unsloth-devstral-small-2505-v2-mkmlizer completed after 135.12s with status: succeeded
Stopping job with name unsloth-devstral-small-2505-v2-mkmlizer
Pipeline stage MKMLizer completed in 135.62s
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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 unsloth-devstral-small-2505-v2
Waiting for inference service unsloth-devstral-small-2505-v2 to be ready
Inference service unsloth-devstral-small-2505-v2 ready after 160.68826127052307s
Pipeline stage MKMLDeployer completed in 161.25s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.007291316986084s
Received healthy response to inference request in 2.1004226207733154s
Received healthy response to inference request in 1.4632289409637451s
Received healthy response to inference request in 12.487425804138184s
Received healthy response to inference request in 1.9304428100585938s
5 requests
0 failed requests
5th percentile: 1.556671714782715
10th percentile: 1.6501144886016845
20th percentile: 1.837000036239624
30th percentile: 1.9458125114440918
40th percentile: 1.9765519142150878
50th percentile: 2.007291316986084
60th percentile: 2.0445438385009767
70th percentile: 2.0817963600158693
80th percentile: 4.177823257446291
90th percentile: 8.332624530792238
95th percentile: 10.410025167465207
99th percentile: 12.071945676803589
mean time: 3.9977622985839845
Pipeline stage StressChecker completed in 21.46s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.74s
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Running pipeline stage TriggerMKMLProfilingPipeline
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Pipeline stage TriggerMKMLProfilingPipeline completed in 0.69s
Shutdown handler de-registered
unsloth-devstral-small-2505_v2 status is now deployed due to DeploymentManager action
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Running pipeline stage MKMLProfilerDeleter
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Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
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Running pipeline stage MKMLProfilerDeployer
Creating inference service unsloth-devstral-small-2505-v2-profiler
Waiting for inference service unsloth-devstral-small-2505-v2-profiler to be ready
Shutdown handler registered
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Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 2961.81s
Shutdown handler de-registered
unsloth-devstral-small-2505_v2 status is now inactive due to auto deactivation removed underperforming models
unsloth-devstral-small-2505_v2 status is now torndown due to DeploymentManager action