unsloth-mistral-nemo-in_11051

developer_uid: zmeeks

submission_id: unsloth-mistral-nemo-in_11051_v2

model_name: unsloth_k25

model_group: unsloth/Mistral-Nemo-Ins

status: torndown

timestamp: 2025-07-10T20:43:37+00:00

num_battles: 7866

num_wins: 3485

celo_rating: 1247.09

family_friendly_score: 0.5924

family_friendly_standard_error: 0.006949276796904841

submission_type: basic

model_repo: unsloth/Mistral-Nemo-Instruct-2407

model_architecture: MistralForCausalLM

model_num_parameters: 12772070400.0

best_of: 8

max_input_tokens: 1024

max_output_tokens: 64

reward_model: default

latencies: [{'batch_size': 1, 'throughput': 0.5950980036609254, 'latency_mean': 1.6802663826942443, 'latency_p50': 1.6757197380065918, 'latency_p90': 1.8479304552078246}, {'batch_size': 3, 'throughput': 1.0852456599778777, 'latency_mean': 2.76045667052269, 'latency_p50': 2.746300220489502, 'latency_p90': 3.054687762260437}, {'batch_size': 5, 'throughput': 1.2797688874395792, 'latency_mean': 3.8872418534755706, 'latency_p50': 3.8808101415634155, 'latency_p90': 4.354732728004455}, {'batch_size': 6, 'throughput': 1.3676823634092168, 'latency_mean': 4.352480590343475, 'latency_p50': 4.325084805488586, 'latency_p90': 4.891309857368469}, {'batch_size': 8, 'throughput': 1.4223344055495886, 'latency_mean': 5.587997881174087, 'latency_p50': 5.592810153961182, 'latency_p90': 6.303419661521912}, {'batch_size': 10, 'throughput': 1.4424995460273264, 'latency_mean': 6.87425127863884, 'latency_p50': 6.8441479206085205, 'latency_p90': 7.873412561416625}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: unsloth_k25

is_internal_developer: False

language_model: unsloth/Mistral-Nemo-Instruct-2407

model_size: 13B

ranking_group: single

throughput_3p7s: 1.26

us_pacific_date: 2025-07-10

win_ratio: 0.4430460208492245

generation_params: {'temperature': 1.2, 'top_p': 1.0, 'min_p': 0.0, 'top_k': 25, 'presence_penalty': 0.0, 'frequency_penalty': 0.0, 'stopping_words': ['\n'], 'max_input_tokens': 1024, 'best_of': 8, 'max_output_tokens': 64}

formatter: {'memory_template': "{bot_name}'s Persona: {memory}\n####\n", 'prompt_template': '{prompt}\n<START>\n', 'bot_template': '{bot_name}: {message}\n', 'user_template': '{user_name}: {message}\n', 'response_template': '{bot_name}:', 'truncate_by_message': False}

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 unsloth-mistral-nemo-in-11051-v2-mkmlizer
Waiting for job on unsloth-mistral-nemo-in-11051-v2-mkmlizer to finish
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║                                                                     ║
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unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║                                                                     ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  Version: 0.29.15                                                   ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  https://mk1.ai                                                     ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║                                                                     ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  The license key for the current software has been verified as      ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  belonging to:                                                      ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║                                                                     ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  Chai Research Corp.                                                ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ║                                                                     ║
unsloth-mistral-nemo-in-11051-v2-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Xet Storage is enabled for this repo, but the 'hf_xet' package is not installed. Falling back to regular HTTP download. For better performance, install the package with: `pip install huggingface_hub[hf_xet]` or `pip install hf_xet`
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Xet Storage is enabled for this repo, but the 'hf_xet' package is not installed. Falling back to regular HTTP download. For better performance, install the package with: `pip install huggingface_hub[hf_xet]` or `pip install hf_xet`
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Xet Storage is enabled for this repo, but the 'hf_xet' package is not installed. Falling back to regular HTTP download. For better performance, install the package with: `pip install huggingface_hub[hf_xet]` or `pip install hf_xet`
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Xet Storage is enabled for this repo, but the 'hf_xet' package is not installed. Falling back to regular HTTP download. For better performance, install the package with: `pip install huggingface_hub[hf_xet]` or `pip install hf_xet`
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Xet Storage is enabled for this repo, but the 'hf_xet' package is not installed. Falling back to regular HTTP download. For better performance, install the package with: `pip install huggingface_hub[hf_xet]` or `pip install hf_xet`
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Xet Storage is enabled for this repo, but the 'hf_xet' package is not installed. Falling back to regular HTTP download. For better performance, install the package with: `pip install huggingface_hub[hf_xet]` or `pip install hf_xet`
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Xet Storage is enabled for this repo, but the 'hf_xet' package is not installed. Falling back to regular HTTP download. For better performance, install the package with: `pip install huggingface_hub[hf_xet]` or `pip install hf_xet`
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Downloaded to shared memory in 44.814s
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Checking if unsloth/Mistral-Nemo-Instruct-2407 already exists in ChaiML
unsloth-mistral-nemo-in-11051-v2-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpt05uq3d9, device:0
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Saving flywheel model at /dev/shm/model_cache
unsloth-mistral-nemo-in-11051-v2-mkmlizer: quantized model in 31.520s
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Processed model unsloth/Mistral-Nemo-Instruct-2407 in 76.420s
unsloth-mistral-nemo-in-11051-v2-mkmlizer: creating bucket guanaco-mkml-models
unsloth-mistral-nemo-in-11051-v2-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
unsloth-mistral-nemo-in-11051-v2-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/unsloth-mistral-nemo-in-11051-v2/nvidia
unsloth-mistral-nemo-in-11051-v2-mkmlizer: cp /dev/shm/model_cache/config.json s3://guanaco-mkml-models/unsloth-mistral-nemo-in-11051-v2/nvidia/config.json
unsloth-mistral-nemo-in-11051-v2-mkmlizer: cp /dev/shm/model_cache/special_tokens_map.json s3://guanaco-mkml-models/unsloth-mistral-nemo-in-11051-v2/nvidia/special_tokens_map.json
unsloth-mistral-nemo-in-11051-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer_config.json s3://guanaco-mkml-models/unsloth-mistral-nemo-in-11051-v2/nvidia/tokenizer_config.json
unsloth-mistral-nemo-in-11051-v2-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/unsloth-mistral-nemo-in-11051-v2/nvidia/tokenizer.json
unsloth-mistral-nemo-in-11051-v2-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/unsloth-mistral-nemo-in-11051-v2/nvidia/flywheel_model.0.safetensors
unsloth-mistral-nemo-in-11051-v2-mkmlizer: 
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Job unsloth-mistral-nemo-in-11051-v2-mkmlizer completed after 105.51s with status: succeeded
Stopping job with name unsloth-mistral-nemo-in-11051-v2-mkmlizer
Pipeline stage MKMLizer completed in 105.96s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.20s
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Running pipeline stage MKMLDeployer
Creating inference service unsloth-mistral-nemo-in-11051-v2
Waiting for inference service unsloth-mistral-nemo-in-11051-v2 to be ready
Inference service unsloth-mistral-nemo-in-11051-v2 ready after 200.72354888916016s
Pipeline stage MKMLDeployer completed in 201.49s
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Running pipeline stage StressChecker
Received healthy response to inference request in 2.4710166454315186s
Received healthy response to inference request in 1.8514132499694824s
Received healthy response to inference request in 1.3153612613677979s
Received healthy response to inference request in 2.2182669639587402s
Received healthy response to inference request in 1.9119913578033447s
5 requests
0 failed requests
5th percentile: 1.4225716590881348
10th percentile: 1.5297820568084717
20th percentile: 1.7442028522491455
30th percentile: 1.8635288715362548
40th percentile: 1.8877601146697998
50th percentile: 1.9119913578033447
60th percentile: 2.0345016002655028
70th percentile: 2.157011842727661
80th percentile: 2.268816900253296
90th percentile: 2.3699167728424073
95th percentile: 2.4204667091369627
99th percentile: 2.4609066581726076
mean time: 1.9536098957061767
Pipeline stage StressChecker completed in 11.36s
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Running pipeline stage OfflineFamilyFriendlyTriggerPipeline
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Running pipeline stage OfflineFamilyFriendlyScorer
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Pipeline stage OfflineFamilyFriendlyScorer completed in 4199.27s
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