developer_uid: NischayDnk
submission_id: chaiml-smallbase-nis-mu_14714_v2
model_name: chaiml-smallbase-nis-mu_14714_v2
model_group: ChaiML/smallbase-nis-mul
status: torndown
timestamp: 2025-09-29T16:58:32+00:00
num_battles: 5778
num_wins: 3210
celo_rating: 1284.21
family_friendly_score: 0.0
family_friendly_standard_error: 0.0
submission_type: basic
model_repo: ChaiML/smallbase-nis-multiling-v1-exp1-1
model_architecture: MistralForCausalLM
model_num_parameters: 24096691200.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.46226452726693196, 'latency_mean': 2.1631391990184783, 'latency_p50': 2.1495476961135864, 'latency_p90': 2.3726399898529054}, {'batch_size': 2, 'throughput': 0.6868751042586793, 'latency_mean': 2.910276856422424, 'latency_p50': 2.9015930891036987, 'latency_p90': 3.2033000230789184}, {'batch_size': 3, 'throughput': 0.8230220605993471, 'latency_mean': 3.628365936279297, 'latency_p50': 3.635308027267456, 'latency_p90': 3.9688971042633057}, {'batch_size': 4, 'throughput': 0.9266301567192163, 'latency_mean': 4.301586244106293, 'latency_p50': 4.293402314186096, 'latency_p90': 4.9683658361434935}, {'batch_size': 5, 'throughput': 0.9877092891771774, 'latency_mean': 5.043005175590515, 'latency_p50': 5.051840662956238, 'latency_p90': 5.816430139541626}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-smallbase-nis-mu_14714_v2
is_internal_developer: False
language_model: ChaiML/smallbase-nis-multiling-v1-exp1-1
model_size: 24B
ranking_group: single
throughput_3p7s: 0.84
us_pacific_date: 2025-09-29
win_ratio: 0.5555555555555556
generation_params: {'temperature': 0.6, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.3, 'frequency_penalty': 0.3, 'stopping_words': ['\n', '###', '<|im_start|>', '</s>', 'You:', '<|im_end|>'], 'max_input_tokens': 2048, 'best_of': 8, 'max_output_tokens': 64}
formatter: {'memory_template': '<|system|>Family Friendly\n{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-smallbase-nis-mu-14714-v2-mkmlizer
Waiting for job on chaiml-smallbase-nis-mu-14714-v2-mkmlizer to finish
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║   ██████   ██████  █████   ████  ████                               ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  ░░██████ ██████  ░░███   ███░  ░░███                               ║
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chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║   █████     █████  █████ ░░████  █████                              ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: Downloaded to shared memory in 46.109s
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: Checking if ChaiML/smallbase-nis-multiling-v1-exp1-1 already exists in ChaiML
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp08igtlx2, device:0
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission mistralai-mistral-nem_93303_v569: ('http://mistralai-mistral-nem-93303-v569-predictor.tenant-chaiml-guanaco.k2.chaiverse.com/v1/models/GPT-J-6B-lit-v2:predict', '')
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: quantized model in 292.488s
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: Processed model ChaiML/smallbase-nis-multiling-v1-exp1-1 in 338.597s
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-14714-v2/nvidia
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-14714-v2/nvidia/config.json
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-14714-v2/nvidia/special_tokens_map.json
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-14714-v2/nvidia/tokenizer_config.json
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-14714-v2/nvidia/tokenizer.json
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-14714-v2/nvidia/flywheel_model.0.safetensors
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-14714-v2/nvidia/flywheel_model.1.safetensors
chaiml-smallbase-nis-mu-14714-v2-mkmlizer: 
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Failed to get response for submission chaiml-llama38b-1800seqt_5646_v1: HTTPConnectionPool(host='chaiml-llama38b-1800seqt-5646-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Job chaiml-smallbase-nis-mu-14714-v2-mkmlizer completed after 398.0s with status: succeeded
Stopping job with name chaiml-smallbase-nis-mu-14714-v2-mkmlizer
Pipeline stage MKMLizer completed in 398.51s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.15s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-smallbase-nis-mu-14714-v2
Waiting for inference service chaiml-smallbase-nis-mu-14714-v2 to be ready
Failed to get response for submission chaiml-jace-lightwood-s_43552_v2: HTTPConnectionPool(host='chaiml-jace-lightwood-s-43552-v2-predictor.creator-studio.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-smallbase-nis-mu-14714-v2 ready after 60.288020849227905s
Pipeline stage MKMLDeployer completed in 60.85s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.827495813369751s
Received healthy response to inference request in 2.176358461380005s
Received healthy response to inference request in 1.5236029624938965s
Received healthy response to inference request in 1.6606616973876953s
Received healthy response to inference request in 1.9988527297973633s
5 requests
0 failed requests
5th percentile: 1.5510147094726563
10th percentile: 1.578426456451416
20th percentile: 1.6332499504089355
30th percentile: 1.728299903869629
40th percentile: 1.863576316833496
50th percentile: 1.9988527297973633
60th percentile: 2.0698550224304197
70th percentile: 2.1408573150634767
80th percentile: 2.306585931777954
90th percentile: 2.5670408725738527
95th percentile: 2.697268342971802
99th percentile: 2.801450319290161
mean time: 2.037394332885742
Pipeline stage StressChecker completed in 11.98s
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 0.88s
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 0.64s
Shutdown handler de-registered
chaiml-smallbase-nis-mu_14714_v2 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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
Shutdown handler registered
run pipeline %s
run pipeline stage %s
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
%s, retrying in %s seconds...
Evaluating %s Family Friendly Score with %s threads
clean up pipeline due to error=DeploymentChecksError('None: None')
Shutdown handler de-registered
chaiml-smallbase-nis-mu_14714_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-smallbase-nis-mu_14714_v2 status is now torndown due to DeploymentManager action