chaiml-nemo-nis-sft-fil_85304

developer_uid: NischayDnk
submission_id: chaiml-nemo-nis-sft-fil_85304_v3
model_name: chaiml-nemo-nis-sft-fil_85304_v3
model_group: ChaiML/nemo-nis-sft-filt
status: torndown
timestamp: 2025-09-19T18:19:42+00:00
num_battles: 6541
num_wins: 3562
celo_rating: 1283.94
family_friendly_score: 0.5176000000000001
family_friendly_standard_error: 0.007066685786137658
submission_type: basic
model_repo: ChaiML/nemo-nis-sft-filtering-conversations-convofull-split-filtered-random-convos-top1500-1
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': 0.7899466754296806, 'latency_mean': 1.2657846570014955, 'latency_p50': 1.2685534954071045, 'latency_p90': 1.3960664510726928}, {'batch_size': 4, 'throughput': 1.6481759334316903, 'latency_mean': 2.420798727273941, 'latency_p50': 2.4163604974746704, 'latency_p90': 2.7388605594635007}, {'batch_size': 5, 'throughput': 1.7513500843784533, 'latency_mean': 2.8356282579898835, 'latency_p50': 2.8254443407058716, 'latency_p90': 3.214677619934082}, {'batch_size': 8, 'throughput': 1.9964897884533233, 'latency_mean': 3.982632261514664, 'latency_p50': 3.986531376838684, 'latency_p90': 4.4855204105377195}, {'batch_size': 10, 'throughput': 2.04500938347002, 'latency_mean': 4.858882949352265, 'latency_p50': 4.838452100753784, 'latency_p90': 5.523319149017334}, {'batch_size': 12, 'throughput': 2.0900613467027833, 'latency_mean': 5.684907240867615, 'latency_p50': 5.665887117385864, 'latency_p90': 6.430908346176147}, {'batch_size': 15, 'throughput': 2.1388279284103873, 'latency_mean': 6.930345768928528, 'latency_p50': 6.989400863647461, 'latency_p90': 7.859634613990783}]
gpu_counts: {'NVIDIA L40S': 1}
display_name: chaiml-nemo-nis-sft-fil_85304_v3
is_internal_developer: False
language_model: ChaiML/nemo-nis-sft-filtering-conversations-convofull-split-filtered-random-convos-top1500-1
model_size: 13B
ranking_group: single
throughput_3p7s: 1.96
us_pacific_date: 2025-09-19
win_ratio: 0.5445650512154104
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|>', '\n', '</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-nemo-nis-sft-fil-85304-v3-mkmlizer
Waiting for job on chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer to finish
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║                                                                     ║
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chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  ░░░░░     ░░░░░  ░░░░░   ░░░░  ░░░░░                               ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  Version: 0.30.2                                                    ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  https://mk1.ai                                                     ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  The license key for the current software has been verified as      ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  belonging to:                                                      ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  Chai Research Corp.                                                ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ║                                                                     ║
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: Downloaded to shared memory in 30.877s
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: Checking if ChaiML/nemo-nis-sft-filtering-conversations-convofull-split-filtered-random-convos-top1500-1 already exists in ChaiML
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: quantizing model to /dev/shm/model_cache, profile:q4, folder:/tmp/tmp9yv8e5ry, device:0
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: Saving flywheel model at /dev/shm/model_cache
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: quantized model in 146.292s
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: Processed model ChaiML/nemo-nis-sft-filtering-conversations-convofull-split-filtered-random-convos-top1500-1 in 177.169s
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: creating bucket guanaco-mkml-models
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/chaiml-nemo-nis-sft-fil-85304-v3/nvidia
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/chaiml-nemo-nis-sft-fil-85304-v3/nvidia/config.json
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/chaiml-nemo-nis-sft-fil-85304-v3/nvidia/special_tokens_map.json
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/chaiml-nemo-nis-sft-fil-85304-v3/nvidia/tokenizer_config.json
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/chaiml-nemo-nis-sft-fil-85304-v3/nvidia/tokenizer.json
chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/chaiml-nemo-nis-sft-fil-85304-v3/nvidia/flywheel_model.0.safetensors
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Job chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer completed after 236.66s with status: succeeded
Stopping job with name chaiml-nemo-nis-sft-fil-85304-v3-mkmlizer
Pipeline stage MKMLizer completed in 237.27s
run pipeline stage %s
Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.16s
run pipeline stage %s
Running pipeline stage MKMLDeployer
Creating inference service chaiml-nemo-nis-sft-fil-85304-v3
Waiting for inference service chaiml-nemo-nis-sft-fil-85304-v3 to be ready
Inference service chaiml-nemo-nis-sft-fil-85304-v3 ready after 60.23645496368408s
Pipeline stage MKMLDeployer completed in 60.81s
run pipeline stage %s
Running pipeline stage StressChecker
Received healthy response to inference request in 1.4444587230682373s
Received healthy response to inference request in 1.1675143241882324s
Received healthy response to inference request in 1.4999148845672607s
Received healthy response to inference request in 1.3952276706695557s
Received healthy response to inference request in 1.095874547958374s
5 requests
0 failed requests
5th percentile: 1.1102025032043457
10th percentile: 1.1245304584503173
20th percentile: 1.1531863689422608
30th percentile: 1.213056993484497
40th percentile: 1.3041423320770265
50th percentile: 1.3952276706695557
60th percentile: 1.4149200916290283
70th percentile: 1.434612512588501
80th percentile: 1.455549955368042
90th percentile: 1.4777324199676514
95th percentile: 1.488823652267456
99th percentile: 1.4976966381072998
mean time: 1.320598030090332
Pipeline stage StressChecker completed in 8.07s
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 0.68s
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 0.69s
Shutdown handler de-registered
chaiml-nemo-nis-sft-fil_85304_v3 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 0.12s
run pipeline stage %s
Running pipeline stage MKMLProfilerTemplater
Pipeline stage MKMLProfilerTemplater completed in 0.10s
run pipeline stage %s
Running pipeline stage MKMLProfilerDeployer
Creating inference service chaiml-nemo-nis-sft-fil-85304-v3-profiler
Waiting for inference service chaiml-nemo-nis-sft-fil-85304-v3-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 2402.31s
Shutdown handler de-registered
chaiml-nemo-nis-sft-fil_85304_v3 status is now inactive due to auto deactivation removed underperforming models
chaiml-nemo-nis-sft-fil_85304_v3 status is now torndown due to DeploymentManager action