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Sinhala Llama 2 7B Chat Hf by Thimira

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  Adapter Base model:adapter:nousresearc... Base model:nousresearch/llama-... Dataset:thimira/sinhala-llm-da...   Finetuned   Llama   Lora   Peft   Pytorch   Region:us   Safetensors   Sft   Sharded   Si   Tensorboard   Trl
Model Card on HF 🤗: https://huggingface.co/Thimira/sinhala-llama-2-7b-chat-hf 

Sinhala Llama 2 7B Chat Hf Benchmarks

LLME Score: 0.18252
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Sinhala Llama 2 7B Chat Hf (Thimira/sinhala-llama-2-7b-chat-hf)

Sinhala Llama 2 7B Chat Hf Parameters and Internals

Model Type 
text-generation
Use Cases 
Primary Use Cases:
assistant-like chat in the Sinhala language
Limitations:
Currently the capabilities of the model are extremely limited, and requires further data and fine-tuning to be useful.
Considerations:
To get the expected features and performance from these models the LLaMA 2 prompt format needs to be followed, including the INST and <> tags, BOS and EOS tokens, and the whitespaces and breaklines in between.
Additional Notes 
The model is a fine-tuned version of NousResearch/Llama-2-7b-chat-hf on a Sinhalese dataset. Current functionality is limited but open to experimentation.
Supported Languages 
si (sinhala)
Training Details 
Data Sources:
Thimira/sinhala-llm-dataset-llama-prompt-format
LLM NameSinhala Llama 2 7B Chat Hf
Repository 🤗https://huggingface.co/Thimira/sinhala-llama-2-7b-chat-hf 
Base Model(s)  Llama 2 7B Chat Hf   NousResearch/Llama-2-7b-chat-hf
Model Size7b
Required VRAM13.5 GB
Updated2025-02-22
MaintainerThimira
Model Files  0.1 GB   10.0 GB: 1-of-2   3.5 GB: 2-of-2   0.0 GB
Supported Languagessi
Model ArchitectureAdapter
Licensellama2
Is Biasednone
Tokenizer ClassLlamaTokenizer
Padding Token</s>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesv_proj|q_proj
LoRA Alpha16
LoRA Dropout0.1
R Param64

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Rank the Sinhala Llama 2 7B Chat Hf Capabilities

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Instruction Following and Task Automation  
Factuality and Completeness of Knowledge  
Censorship and Alignment  
Data Analysis and Insight Generation  
Text Generation  
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Release v20241227
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