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Llama 2 7B Langchain Chat GGUF by YanaS

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Model Card on HF 🤗: https://huggingface.co/YanaS/llama-2-7b-langchain-chat-GGUF 

Llama 2 7B Langchain Chat GGUF Benchmarks

LLME Score: 0.12726
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Llama 2 7B Langchain Chat GGUF (YanaS/llama-2-7b-langchain-chat-GGUF)
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Llama 2 7B Langchain Chat GGUF Parameters and Internals

Model Type 
conversational
Use Cases 
Areas:
langchain applications
Additional Notes 
This model is trained based on NousResearch/Llama-2-7b-chat-hf model and QLoRA finetuned on Photolens/oasst1-langchain-llama-2-formatted dataset.
Supported Languages 
en (proficient), es (proficient), ru (proficient), de (proficient), pl (proficient), th (proficient), vi (proficient), sv (proficient), bn (proficient), da (proficient), he (proficient), it (proficient), fa (proficient), sk (proficient), id (proficient), nb (proficient), el (proficient), nl (proficient), hu (proficient), eu (proficient), zh (proficient), eo (proficient), ja (proficient), ca (proficient), cs (proficient), bg (proficient), fi (proficient), pt (proficient), tr (proficient), ro (proficient), ar (proficient), uk (proficient), gl (proficient), fr (proficient), ko (proficient)
Training Details 
Data Sources:
Photolens/oasst1-langchain-llama-2-formatted
Methodology:
QLoRA finetuning
LLM NameLlama 2 7B Langchain Chat GGUF
Repository 🤗https://huggingface.co/YanaS/llama-2-7b-langchain-chat-GGUF 
Model Size7b
Required VRAM4.1 GB
Updated2025-09-23
MaintainerYanaS
Model Typellama
Model Files  4.1 GB   4.8 GB   5.5 GB   7.2 GB
Supported Languagesen es ru de pl th vi sv bn da he it fa sk id nb el nl hu eu zh eo ja ca cs bg fi pt tr ro ar uk gl fr ko
GGUF QuantizationYes
Quantization Typegguf|q4|q4_k|q5_k
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0
Vocabulary Size32000
Torch Data Typefloat16

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Note: green Score (e.g. "73.2") means that the model is better than YanaS/llama-2-7b-langchain-chat-GGUF.

Rank the Llama 2 7B Langchain Chat GGUF Capabilities

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Instruction Following and Task Automation  
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Release v20241124
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