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Hkcode Solar 10.7B by hyokwan

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Hkcode Solar 10.7B is an open-source language model by hyokwan. Features: 10.7b LLM, VRAM: 21.4GB, Context: 4K, License: mit, LLM Explorer Score: 0.14.

Dataset:hyokwan/llama3data hkc...   Education   En   Endpoints compatible   Finance   Fintech   Ko   Llama   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/hyokwan/hkcode_solar_10.7b 

Hkcode Solar 10.7B Benchmarks

LLME Score: 0.14123
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Hkcode Solar 10.7B (hyokwan/hkcode_solar_10.7b)
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Hkcode Solar 10.7B Parameters and Internals

Model Type 
continued pretrained language model
Supported Languages 
ko (unknown), en (unknown)
Safety Evaluation 
Methodologies:
Meta Llama Guard 2, Code Shield
Ethical Considerations:
The core values of Llama 3 are openness, inclusivity and helpfulness. Testing conducted to date has been in English and has not covered all scenarios. The model may produce inaccurate or biased responses.
Responsible Ai Considerations 
Fairness:
The model aims for openness and inclusivity, meant to serve a wide range of use cases and respect user autonomy.
Transparency:
A Responsible Use Guide is available at http://llama.meta.com/responsible-use-guide outlining best practices.
Accountability:
The Acceptable Use Policy must be agreed to for access or use.
Mitigation Strategies:
Incorporating strategies like Purple Llama solutions, specifically Llama Guard, to filter input and output prompts for safety.
LLM NameHkcode Solar 10.7B
Repository 🤗https://huggingface.co/hyokwan/hkcode_solar_10.7b 
Model Size10.7b
Required VRAM21.4 GB
Updated2026-03-29
Maintainerhyokwan
Model Typellama
Model Files  4.9 GB: 1-of-5   5.0 GB: 2-of-5   4.9 GB: 3-of-5   4.9 GB: 4-of-5   1.7 GB: 5-of-5
Supported Languagesko en
Model ArchitectureLlamaForCausalLM
Licensemit
Context Length4096
Model Max Length4096
Transformers Version4.40.1
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than hyokwan/hkcode_solar_10.7b.

Rank the Hkcode Solar 10.7B Capabilities

🆘 Have you tried this model? Rate its performance. This feedback would greatly assist ML community in identifying the most suitable model for their needs. Your contribution really does make a difference! 🌟

Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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