chaiml-devstral24b-sfte_54033

developer_uid: NischayDnk
submission_id: chaiml-devstral24b-sfte_54033_v1
model_name: chaiml-devstral24b-sfte_54033_v1
model_group: ChaiML/devstral24b-sftex
status: torndown
timestamp: 2025-07-24T23:54:30+00:00
num_battles: 7147
num_wins: 3667
celo_rating: 1289.51
family_friendly_score: 0.5152
family_friendly_standard_error: 0.007067799657602075
submission_type: basic
model_repo: ChaiML/devstral24b-sftexp1-existqwen235b-10hr-4kconvo-highlex-try1-chain-1
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': 0.5575104353580722, 'latency_mean': 1.79356090426445, 'latency_p50': 1.7661861181259155, 'latency_p90': 2.012008547782898}, {'batch_size': 3, 'throughput': 1.1058553480677642, 'latency_mean': 2.7035148513317107, 'latency_p50': 2.705052375793457, 'latency_p90': 2.98488245010376}, {'batch_size': 5, 'throughput': 1.3925016016591731, 'latency_mean': 3.5668186938762663, 'latency_p50': 3.5812994241714478, 'latency_p90': 3.9453648567199706}, {'batch_size': 6, 'throughput': 1.503977704017054, 'latency_mean': 3.9709557807445526, 'latency_p50': 3.9841049909591675, 'latency_p90': 4.4116484165191645}, {'batch_size': 8, 'throughput': 1.6287209693568847, 'latency_mean': 4.872384217977523, 'latency_p50': 4.857809543609619, 'latency_p90': 5.45302529335022}, {'batch_size': 10, 'throughput': 1.715840134775242, 'latency_mean': 5.773704560995102, 'latency_p50': 5.8739235401153564, 'latency_p90': 6.465384602546692}]
gpu_counts: {'NVIDIA A100-SXM4-80GB': 1}
display_name: chaiml-devstral24b-sfte_54033_v1
is_internal_developer: False
language_model: ChaiML/devstral24b-sftexp1-existqwen235b-10hr-4kconvo-highlex-try1-chain-1
model_size: 24B
ranking_group: single
throughput_3p7s: 1.44
us_pacific_date: 2025-07-24
win_ratio: 0.5130824122009234
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.025, 'top_k': 60, 'presence_penalty': 0.4, 'frequency_penalty': 0.4, 'stopping_words': ['<|im_end|>', '\n', '<|im_start|>'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>{bot_name}memory: {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': True}
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-devstral24b-sfte-54033-v1-mkmlizer
Waiting for job on chaiml-devstral24b-sfte-54033-v1-mkmlizer to finish
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║                                                                     ║
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chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  belonging to:                                                      ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ║                                                                     ║
chaiml-devstral24b-sfte-54033-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-devstral24b-sfte-54033-v1-mkmlizer: Downloaded to shared memory in 78.270s
chaiml-devstral24b-sfte-54033-v1-mkmlizer: Checking if ChaiML/devstral24b-sftexp1-existqwen235b-10hr-4kconvo-highlex-try1-chain-1 already exists in ChaiML
chaiml-devstral24b-sfte-54033-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpokh41rbu, device:0
chaiml-devstral24b-sfte-54033-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-devstral24b-sfte-54033-v1-mkmlizer: quantized model in 326.477s
chaiml-devstral24b-sfte-54033-v1-mkmlizer: Processed model ChaiML/devstral24b-sftexp1-existqwen235b-10hr-4kconvo-highlex-try1-chain-1 in 404.747s
chaiml-devstral24b-sfte-54033-v1-mkmlizer: creating bucket guanaco-mkml-models
chaiml-devstral24b-sfte-54033-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-devstral24b-sfte-54033-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-devstral24b-sfte-54033-v1/nvidia
chaiml-devstral24b-sfte-54033-v1-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-54033-v1/nvidia/config.json
chaiml-devstral24b-sfte-54033-v1-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-54033-v1/nvidia/special_tokens_map.json
chaiml-devstral24b-sfte-54033-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-54033-v1/nvidia/tokenizer_config.json
chaiml-devstral24b-sfte-54033-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-devstral24b-sfte-54033-v1/nvidia/tokenizer.json
chaiml-devstral24b-sfte-54033-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-devstral24b-sfte-54033-v1/nvidia/flywheel_model.1.safetensors
chaiml-devstral24b-sfte-54033-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-devstral24b-sfte-54033-v1/nvidia/flywheel_model.0.safetensors
chaiml-devstral24b-sfte-54033-v1-mkmlizer: 
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Job chaiml-devstral24b-sfte-54033-v1-mkmlizer completed after 428.04s with status: succeeded
Stopping job with name chaiml-devstral24b-sfte-54033-v1-mkmlizer
Pipeline stage MKMLizer completed in 428.72s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.52s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-devstral24b-sfte-54033-v1
Waiting for inference service chaiml-devstral24b-sfte-54033-v1 to be ready
Failed to get response for submission chaiml-next-door-annoyi_15417_v1: ('http://chaiml-next-door-annoyi-15417-v1-predictor.tenant-chaiml-guanaco.k.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
Inference service chaiml-devstral24b-sfte-54033-v1 ready after 191.17818403244019s
Pipeline stage MKMLDeployer completed in 191.76s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.6036856174468994s
Received healthy response to inference request in 3.9074184894561768s
Received healthy response to inference request in 1.9164559841156006s
Received healthy response to inference request in 3.551741600036621s
Received healthy response to inference request in 2.125744342803955s
5 requests
0 failed requests
5th percentile: 1.9583136558532714
10th percentile: 2.0001713275909423
20th percentile: 2.083886671066284
30th percentile: 2.2213325977325438
40th percentile: 2.4125091075897216
50th percentile: 2.6036856174468994
60th percentile: 2.982908010482788
70th percentile: 3.3621304035186768
80th percentile: 3.6228769779205323
90th percentile: 3.7651477336883543
95th percentile: 3.8362831115722655
99th percentile: 3.8931914138793946
mean time: 2.8210092067718504
Pipeline stage StressChecker completed in 17.35s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage OfflineFamilyFriendlyTriggerPipeline completed in 0.77s
run pipeline stage %s
Running pipeline stage TriggerMKMLProfilingPipeline
run_pipeline:run_in_cloud %s
starting trigger_guanaco_pipeline args=%s
triggered trigger_guanaco_pipeline args=%s
Pipeline stage TriggerMKMLProfilingPipeline completed in 1.17s
Shutdown handler de-registered
chaiml-devstral24b-sfte_54033_v1 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage OfflineFamilyFriendlyScorer
Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3077.90s
Shutdown handler de-registered
chaiml-devstral24b-sfte_54033_v1 status is now inactive due to auto deactivation removed underperforming models
chaiml-devstral24b-sfte_54033_v1 status is now torndown due to DeploymentManager action