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Finance Chat by AdaptLLM

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Finance Chat is an open-source language model by AdaptLLM. Features: 6.7b LLM, VRAM: 27GB, Context: 4K, License: llama2, Instruction-Based, LLM Explorer Score: 0.15, Arc: 53.8, HellaSwag: 76.6, MMLU: 50.2, GSM8K: 18.8.

  Arxiv:2309.09530   Arxiv:2406.14491   Arxiv:2411.19930   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   Deploy:azure   En   Endpoints compatible   Finance   Instruct   Llama   Model-index   Pytorch   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/AdaptLLM/finance-chat 

Finance Chat Benchmarks

ARC: 53.75 vs 96.7 (so35)-44.4%
HellaSwag: 76.6 vs 95.3 (gpt4)-19.6%
MMLU: 50.16 vs 88.3 (so35)-43.2%
GSM8K: 18.8 vs 96.4 (so35)-80.5%
LLME Score: 0.14954
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finance Chat (AdaptLLM/finance-chat)
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Finance Chat Parameters and Internals

LLM NameFinance Chat
Repository 🤗https://huggingface.co/AdaptLLM/finance-chat 
Model Size6.7b
Required VRAM27 GB
Updated2026-05-25
MaintainerAdaptLLM
Model Typellama
Instruction-BasedYes
Model Files  9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3   9.9 GB: 1-of-3   9.9 GB: 2-of-3   7.2 GB: 3-of-3
Supported Languagesen
Model ArchitectureLlamaForCausalLM
Licensellama2
Context Length4096
Model Max Length4096
Transformers Version4.31.0.dev0
Tokenizer ClassLlamaTokenizer
Beginning of Sentence Token<s>
End of Sentence Token</s>
Padding Token<pad>
Unk Token<unk>
Vocabulary Size32001
Torch Data Typefloat16

Quantized Models of the Finance Chat

Model
Likes
Downloads
VRAM
Finance Chat GGUF163832 GB
Finance Chat AWQ31283 GB
Finance Chat GPTQ393 GB

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Ds Coder6.7b Rmsprop Iter116K / 13.5 GB670
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Note: green Score (e.g. "73.2") means that the model is better than AdaptLLM/finance-chat.

Rank the Finance Chat 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  
Text Summarization and Feature Extraction  
Code Generation  
Multi-Language Support and Translation  

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