developer_uid: NischayDnk
submission_id: chaiml-smallbase-nis-mu_67879_v2
model_name: chaiml-smallbase-nis-mu_67879_v2
model_group: ChaiML/smallbase-nis-mul
status: torndown
timestamp: 2025-09-29T20:56:33+00:00
num_battles: 5319
num_wins: 2595
celo_rating: 1267.66
family_friendly_score: 0.5314
family_friendly_standard_error: 0.0070571104568371325
submission_type: basic
model_repo: ChaiML/smallbase-nis-multiling-v1-exp2-sfts2
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': 0.5466616839863033, 'latency_mean': 1.8291856706142426, 'latency_p50': 1.821624755859375, 'latency_p90': 2.036490297317505}, {'batch_size': 3, 'throughput': 1.1327603842913283, 'latency_mean': 2.6394975924491884, 'latency_p50': 2.6339744329452515, 'latency_p90': 2.950922989845276}, {'batch_size': 5, 'throughput': 1.4451528386351298, 'latency_mean': 3.436342542171478, 'latency_p50': 3.4007493257522583, 'latency_p90': 3.9276928663253785}, {'batch_size': 6, 'throughput': 1.5489560988303586, 'latency_mean': 3.838478037118912, 'latency_p50': 3.831234574317932, 'latency_p90': 4.344453310966491}, {'batch_size': 8, 'throughput': 1.711073900376202, 'latency_mean': 4.63017462849617, 'latency_p50': 4.624478459358215, 'latency_p90': 5.233136773109436}, {'batch_size': 10, 'throughput': 1.8057352456824707, 'latency_mean': 5.493831521272659, 'latency_p50': 5.5175135135650635, 'latency_p90': 6.202496767044067}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-smallbase-nis-mu_67879_v2
is_internal_developer: False
language_model: ChaiML/smallbase-nis-multiling-v1-exp2-sfts2
model_size: 24B
ranking_group: single
throughput_3p7s: 1.53
us_pacific_date: 2025-09-29
win_ratio: 0.487873660462493
generation_params: {'temperature': 0.5, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 40, 'presence_penalty': 0.35, 'frequency_penalty': 0.35, 'stopping_words': ['You:', '</s>', '###', '\n', '<|im_start|>', '<|im_end|>'], 'max_input_tokens': 1024, '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-67879-v2-mkmlizer
Waiting for job on chaiml-smallbase-nis-mu-67879-v2-mkmlizer to finish
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-67879-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║                                                                     ║
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chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: ║                                                                     ║
chaiml-smallbase-nis-mu-67879-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)
Failed to get response for submission chaiml-smallbase-nis-mu_14714_v1: HTTPConnectionPool(host='chaiml-smallbase-nis-mu-14714-v1-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: Downloaded to shared memory in 42.703s
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: Checking if ChaiML/smallbase-nis-multiling-v1-exp2-sfts2 already exists in ChaiML
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpa3ki01ie, device:0
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
Failed to get response for submission chaiml-smallbase-nis-mu_14714_v2: HTTPConnectionPool(host='chaiml-smallbase-nis-mu-14714-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: quantized model in 284.754s
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: Processed model ChaiML/smallbase-nis-multiling-v1-exp2-sfts2 in 327.458s
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-67879-v2/nvidia
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-67879-v2/nvidia/config.json
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-67879-v2/nvidia/special_tokens_map.json
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-67879-v2/nvidia/tokenizer_config.json
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-67879-v2/nvidia/tokenizer.json
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.1.safetensors s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-67879-v2/nvidia/flywheel_model.1.safetensors
chaiml-smallbase-nis-mu-67879-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-smallbase-nis-mu-67879-v2/nvidia/flywheel_model.0.safetensors
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Job chaiml-smallbase-nis-mu-67879-v2-mkmlizer completed after 420.42s with status: succeeded
Stopping job with name chaiml-smallbase-nis-mu-67879-v2-mkmlizer
Pipeline stage MKMLizer completed in 421.43s
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-67879-v2
Waiting for inference service chaiml-smallbase-nis-mu-67879-v2 to be ready
Failed to get response for submission rirv938-grpo-20250926-c_74384_v2: HTTPConnectionPool(host='rirv938-grpo-20250926-c-74384-v2-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
Inference service chaiml-smallbase-nis-mu-67879-v2 ready after 60.2688512802124s
Pipeline stage MKMLDeployer completed in 60.74s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 2.496507406234741s
Received healthy response to inference request in 1.6292338371276855s
Received healthy response to inference request in 1.8987479209899902s
Received healthy response to inference request in 1.7490544319152832s
Received healthy response to inference request in 1.7089555263519287s
5 requests
0 failed requests
5th percentile: 1.6451781749725343
10th percentile: 1.6611225128173828
20th percentile: 1.69301118850708
30th percentile: 1.7169753074645997
40th percentile: 1.7330148696899415
50th percentile: 1.7490544319152832
60th percentile: 1.808931827545166
Failed to get response for submission chaiml-nis-8b-v1-llama3_84691_v3: HTTPConnectionPool(host='chaiml-nis-8b-v1-llama3-84691-v3-predictor.tenant-chaiml-guanaco.kchai-coreweave-us-east-04a.chaiverse.com', port=80): Read timed out. (read timeout=12.0)
70th percentile: 1.8688092231750488
80th percentile: 2.0182998180389404
90th percentile: 2.257403612136841
95th percentile: 2.376955509185791
99th percentile: 2.472597026824951
mean time: 1.8964998245239257
Pipeline stage StressChecker completed in 11.89s
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 0.85s
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_67879_v2 status is now deployed due to DeploymentManager action
Shutdown handler registered
run pipeline %s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeleter
Skipping teardown as no inference service was successfully deployed
Pipeline stage MKMLProfilerDeleter completed in 0.11s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.13s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-smallbase-nis-mu-67879-v2-profiler
Waiting for inference service chaiml-smallbase-nis-mu-67879-v2-profiler to be ready
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 6028.82s
Shutdown handler de-registered
chaiml-smallbase-nis-mu_67879_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-smallbase-nis-mu_67879_v2 status is now torndown due to DeploymentManager action