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Falcon 7B Instruct Finance Advisor by themanas021

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  Adapter Base model:adapter:tiiuae/falc... Base model:tiiuae/falcon-7b-in...   Finetuned   Generated from trainer   Instruct   Lora   Peft   Region:us   Safetensors   Sft   Tensorboard   Trl
Model Card on HF 🤗: https://huggingface.co/themanas021/falcon-7b-instruct-Finance_Advisor 

Falcon 7B Instruct Finance Advisor Benchmarks

LLME Score: 0.14627
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Falcon 7B Instruct Finance Advisor (themanas021/falcon-7b-instruct-Finance_Advisor)
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Falcon 7B Instruct Finance Advisor Parameters and Internals

Model Type 
text generation, instruction-following
Use Cases 
Applications:
Financial advice generation
Training Details 
Methodology:
Fine-tuning
LLM NameFalcon 7B Instruct Finance Advisor
Repository 🤗https://huggingface.co/themanas021/falcon-7b-instruct-Finance_Advisor 
Base Model(s)  Falcon 7B Instruct   tiiuae/falcon-7b-instruct
Model Size7b
Required VRAM0 GB
Updated2025-08-19
Maintainerthemanas021
Instruction-BasedYes
Model Files  0.0 GB   0.0 GB
Model ArchitectureAdapter
Licenseapache-2.0
Model Max Length2048
Is Biasednone
Tokenizer ClassPreTrainedTokenizerFast
Padding Token<|endoftext|>
PEFT TypeLORA
LoRA ModelYes
PEFT Target Modulesquery_key_value
LoRA Alpha64
LoRA Dropout0.1
R Param16

Quantized Models of the Falcon 7B Instruct Finance Advisor

Model
Likes
Downloads
VRAM
Falcon 7B Instruct 8bit0167 GB
Falcon 7B Instruct GGML4164 GB
Falcon 7B Instruct GPTQ672305 GB
Falcon 7B Instruct GPTQ4155 GB

Best Alternatives to Falcon 7B Instruct Finance Advisor

Best Alternatives
Context / RAM
Downloads
Likes
Qwen Megumin0K / 0.1 GB11
Deepthink Reasoning Adapter0K / 0.2 GB112
Mistral 7B Instruct Sa V0.10K / 0 GB50
Qwen2.5 7b NotesCorrector0K / 0.6 GB100
...82 6142 45d8 9455 Bc68ca4866eb0K / 1.2 GB60
...al 7B Instruct V0.3 17193012560K / 0.9 GB120
Text To Rule Mistral 20K / 0.3 GB50
...al 7B Instruct V0.3 17192465050K / 0 GB160
...al 7B Instruct V0.3 17192977500K / 0.4 GB50
Text To Rule Mistral0K / 0.4 GB50
Note: green Score (e.g. "73.2") means that the model is better than themanas021/falcon-7b-instruct-Finance_Advisor.

Rank the Falcon 7B Instruct Finance Advisor 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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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124
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