unsloth-mistral-nemo-ba_72057

developer_uid: zmeeks

submission_id: unsloth-mistral-nemo-ba_72057_v1

model_name: mistral-base_k25

model_group: unsloth/Mistral-Nemo-Bas

status: torndown

timestamp: 2025-07-10T21:19:52+00:00

num_battles: 7322

num_wins: 3068

celo_rating: 1227.17

family_friendly_score: 0.5708

family_friendly_standard_error: 0.006999819426242366

submission_type: basic

model_repo: unsloth/Mistral-Nemo-Base-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': 0.5994719550824009, 'latency_mean': 1.6680133938789368, 'latency_p50': 1.6514532566070557, 'latency_p90': 1.8295552730560303}, {'batch_size': 3, 'throughput': 1.080826269777613, 'latency_mean': 2.772190554141998, 'latency_p50': 2.7705132961273193, 'latency_p90': 3.074006462097168}, {'batch_size': 5, 'throughput': 1.2929689405299822, 'latency_mean': 3.8604813480377196, 'latency_p50': 3.8760002851486206, 'latency_p90': 4.335210251808166}, {'batch_size': 6, 'throughput': 1.3481897533079965, 'latency_mean': 4.42901126742363, 'latency_p50': 4.441499471664429, 'latency_p90': 4.911739921569824}, {'batch_size': 8, 'throughput': 1.4142908741849733, 'latency_mean': 5.604662748575211, 'latency_p50': 5.643002390861511, 'latency_p90': 6.313149309158325}, {'batch_size': 10, 'throughput': 1.4400632919968246, 'latency_mean': 6.896189374923706, 'latency_p50': 6.868632435798645, 'latency_p90': 7.8793210029602045}]

gpu_counts: {'NVIDIA RTX A5000': 1}

display_name: mistral-base_k25

is_internal_developer: False

language_model: unsloth/Mistral-Nemo-Base-2407

model_size: 13B

ranking_group: single

throughput_3p7s: 1.27

us_pacific_date: 2025-07-10

win_ratio: 0.4190111991259219

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
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Running pipeline stage MKMLizer
Starting job with name unsloth-mistral-nemo-ba-72057-v1-mkmlizer
Waiting for job on unsloth-mistral-nemo-ba-72057-v1-mkmlizer to finish
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ╔═════════════════════════════════════════════════════════════════════╗
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║                                                                     ║
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unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║                                                                     ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  Version: 0.29.15                                                   ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  Features: FLYWHEEL, CUDA                                           ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  Copyright 2023-2025 MK ONE TECHNOLOGIES Inc.                       ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  https://mk1.ai                                                     ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║                                                                     ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  The license key for the current software has been verified as      ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  belonging to:                                                      ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║                                                                     ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  Chai Research Corp.                                                ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  Account ID: 7997a29f-0ceb-4cc7-9adf-840c57b4ae6f                   ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║  Expiration: 2028-03-31 23:59:59                                    ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ║                                                                     ║
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: ╚═════════════════════════════════════════════════════════════════════╝
unsloth-mistral-nemo-ba-72057-v1-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-ba-72057-v1-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-ba-72057-v1-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-ba-72057-v1-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-ba-72057-v1-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-ba-72057-v1-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-ba-72057-v1-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-ba-72057-v1-mkmlizer: Downloaded to shared memory in 59.044s
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: Checking if unsloth/Mistral-Nemo-Base-2407 already exists in ChaiML
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: Creating repo ChaiML/Mistral-Nemo-Base-2407 and uploading /tmp/tmpn__rbswg to it
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: 
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unsloth-mistral-nemo-ba-72057-v1-mkmlizer: quantizing model to /dev/shm/model_cache, profile:s0, folder:/tmp/tmpn__rbswg, device:0
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: Saving flywheel model at /dev/shm/model_cache
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: quantized model in 31.126s
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: Processed model unsloth/Mistral-Nemo-Base-2407 in 149.240s
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: creating bucket guanaco-mkml-models
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: Bucket 's3://guanaco-mkml-models/' created
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: uploading /dev/shm/model_cache to s3://guanaco-mkml-models/unsloth-mistral-nemo-ba-72057-v1/nvidia
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: cp /dev/shm/model_cache/tokenizer.json s3://guanaco-mkml-models/unsloth-mistral-nemo-ba-72057-v1/nvidia/tokenizer.json
unsloth-mistral-nemo-ba-72057-v1-mkmlizer: cp /dev/shm/model_cache/flywheel_model.0.safetensors s3://guanaco-mkml-models/unsloth-mistral-nemo-ba-72057-v1/nvidia/flywheel_model.0.safetensors
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Job unsloth-mistral-nemo-ba-72057-v1-mkmlizer completed after 179.17s with status: succeeded
Stopping job with name unsloth-mistral-nemo-ba-72057-v1-mkmlizer
Pipeline stage MKMLizer completed in 179.98s
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Running pipeline stage MKMLTemplater
Pipeline stage MKMLTemplater completed in 0.19s
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Running pipeline stage MKMLDeployer
Creating inference service unsloth-mistral-nemo-ba-72057-v1
Waiting for inference service unsloth-mistral-nemo-ba-72057-v1 to be ready
Inference service unsloth-mistral-nemo-ba-72057-v1 ready after 200.7586317062378s
Pipeline stage MKMLDeployer completed in 201.51s
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Running pipeline stage StressChecker
Received healthy response to inference request in 1.8096048831939697s
Received healthy response to inference request in 0.8113811016082764s
Received healthy response to inference request in 1.1166632175445557s
Received healthy response to inference request in 1.2808451652526855s
Received healthy response to inference request in 0.983769416809082s
5 requests
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5th percentile: 0.8458587646484375
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Evaluating %s Family Friendly Score with %s threads
Pipeline stage OfflineFamilyFriendlyScorer completed in 3628.85s
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