chaiml-nemo-nis-filterin_4117

developer_uid: NischayDnk
submission_id: chaiml-nemo-nis-filterin_4117_v2
model_name: chaiml-nemo-nis-filterin_4117_v2
model_group: ChaiML/nemo-nis-filterin
status: torndown
timestamp: 2025-09-19T18:22:47+00:00
num_battles: 6343
num_wins: 3489
celo_rating: 1284.05
family_friendly_score: 0.511
family_friendly_standard_error: 0.007069356406349874
submission_type: basic
model_repo: ChaiML/nemo-nis-filtering-conversations-convofull-split-filtered-english-filter-convos-top1500-sft
model_architecture: MistralForCausalLM
model_num_parameters: 12772070400.0
best_of: 8
max_input_tokens: 2048
max_output_tokens: 64
reward_model: default
latencies: [{'batch_size': 1, 'throughput': 0.7973989772452943, 'latency_mean': 1.2539770245552062, 'latency_p50': 1.2556517124176025, 'latency_p90': 1.3799277544021606}, {'batch_size': 4, 'throughput': 1.6418572607580297, 'latency_mean': 2.4225063848495485, 'latency_p50': 2.411049723625183, 'latency_p90': 2.7525187492370606}, {'batch_size': 5, 'throughput': 1.7672476217495219, 'latency_mean': 2.8211205625534057, 'latency_p50': 2.8276771306991577, 'latency_p90': 3.156976509094238}, {'batch_size': 8, 'throughput': 1.9826309676929001, 'latency_mean': 4.0111938512325285, 'latency_p50': 4.045780658721924, 'latency_p90': 4.54203999042511}, {'batch_size': 10, 'throughput': 2.0554929593429954, 'latency_mean': 4.832178716659546, 'latency_p50': 4.832358241081238, 'latency_p90': 5.483719611167908}, {'batch_size': 12, 'throughput': 2.086359247962595, 'latency_mean': 5.7039743065834045, 'latency_p50': 5.679720163345337, 'latency_p90': 6.504219365119934}, {'batch_size': 15, 'throughput': 2.1362728381523186, 'latency_mean': 6.9481217896938325, 'latency_p50': 6.9939680099487305, 'latency_p90': 7.908958530426025}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nemo-nis-filterin_4117_v2
ineligible_reason: num_battles<10000
is_internal_developer: False
language_model: ChaiML/nemo-nis-filtering-conversations-convofull-split-filtered-english-filter-convos-top1500-sft
model_size: 13B
ranking_group: single
throughput_3p7s: 1.95
us_pacific_date: 2025-09-19
win_ratio: 0.5500551789374113
generation_params: {'temperature': 1.0, 'top_p': 0.95, 'min_p': 0.05, 'top_k': 60, 'presence_penalty': 0.1, 'frequency_penalty': 0.1, 'stopping_words': ['<|im_start|>', 'You:', '###', '<|im_end|>', '</s>', '\n'], '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-nemo-nis-filterin-4117-v2-mkmlizer
Waiting for job on chaiml-nemo-nis-filterin-4117-v2-mkmlizer to finish
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║                                                                     ║
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chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: Downloaded to shared memory in 29.332s
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: Checking if ChaiML/nemo-nis-filtering-conversations-convofull-split-filtered-english-filter-convos-top1500-sft already exists in ChaiML
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmpm7e3o7gz, device:0
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: quantized model in 145.995s
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: Processed model ChaiML/nemo-nis-filtering-conversations-convofull-split-filtered-english-filter-convos-top1500-sft in 175.327s
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-nis-filterin-4117-v2/nvidia
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-nis-filterin-4117-v2/nvidia/special_tokens_map.json
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-nis-filterin-4117-v2/nvidia/config.json
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-nis-filterin-4117-v2/nvidia/tokenizer_config.json
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-nis-filterin-4117-v2/nvidia/tokenizer.json
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-nis-filterin-4117-v2/nvidia/flywheel_model.0.safetensors
chaiml-nemo-nis-filterin-4117-v2-mkmlizer: 
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Job chaiml-nemo-nis-filterin-4117-v2-mkmlizer completed after 236.47s with status: succeeded
Stopping job with name chaiml-nemo-nis-filterin-4117-v2-mkmlizer
Pipeline stage MKMLizer completed in 237.17s
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-nemo-nis-filterin-4117-v2
Waiting for inference service chaiml-nemo-nis-filterin-4117-v2 to be ready
Inference service chaiml-nemo-nis-filterin-4117-v2 ready after 70.30283522605896s
Pipeline stage MKMLDeployer completed in 71.02s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4691839218139648s
Received healthy response to inference request in 1.420069932937622s
Received healthy response to inference request in 1.331214427947998s
Received healthy response to inference request in 1.165121078491211s
Received healthy response to inference request in 1.1109113693237305s
5 requests
0 failed requests
5th percentile: 1.1217533111572267
10th percentile: 1.1325952529907226
20th percentile: 1.1542791366577148
30th percentile: 1.1983397483825684
40th percentile: 1.2647770881652831
50th percentile: 1.331214427947998
60th percentile: 1.3667566299438476
70th percentile: 1.4022988319396972
80th percentile: 1.4298927307128906
90th percentile: 1.4495383262634278
95th percentile: 1.4593611240386963
99th percentile: 1.4672193622589111
mean time: 1.2993001461029052
Pipeline stage StressChecker completed in 8.25s
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 0.67s
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 0.66s
Shutdown handler de-registered
chaiml-nemo-nis-filterin_4117_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 0.14s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.09s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nemo-nis-filterin-4117-v2-profiler
Waiting for inference service chaiml-nemo-nis-filterin-4117-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 2401.23s
Shutdown handler de-registered
chaiml-nemo-nis-filterin_4117_v2 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-nis-filterin_4117_v2 status is now torndown due to DeploymentManager action