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Finance LLM AWQ by TheBloke

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Finance LLM AWQ is an open-source language model by TheBloke. Features: 6.7b LLM, VRAM: 3.9GB, Context: 2K, License: other, Quantized, Instruction-Based, LLM Explorer Score: 0.11.

  Arxiv:2309.09530   4-bit   Awq Base model:adaptllm/finance-ll... Base model:quantized:adaptllm/...   Dataset:gair/lima   Dataset:open-orca/openorca Dataset:wizardlm/wizardlm evol...   En   Finance   Instruct   Llama   Quantized   Region:us   Safetensors
Model Card on HF 🤗: https://huggingface.co/TheBloke/finance-LLM-AWQ 

Finance LLM AWQ Benchmarks

LLME Score: 0.10926
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Finance LLM AWQ (TheBloke/finance-LLM-AWQ)
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Finance LLM AWQ Parameters and Internals

Model Type 
llama
Additional Notes 
AWQ is an efficient low-bit weight quantization method supporting 4-bit quantization, offering faster Transformers-based inference with comparable or better quality.
Supported Languages 
en (full-proficiency)
Training Details 
Data Sources:
Open-Orca/OpenOrca, GAIR/lima, WizardLM/WizardLM_evol_instruct_V2_196k
Methodology:
continued pre-training on domain-specific corpora and transforming large-scale pre-training corpora into reading comprehension texts
Context Length:
2048
Hardware Used:
Massed Compute
Input Output 
Input Format:
[INST] <> {system_message} <> {prompt} [/INST]
Accepted Modalities:
text
LLM NameFinance LLM AWQ
Repository 🤗https://huggingface.co/TheBloke/finance-LLM-AWQ 
Model NameFinance LLM
Model CreatorAdaptLLM
Base Model(s)  Finance LLM   AdaptLLM/finance-LLM
Model Size6.7b
Required VRAM3.9 GB
Updated2026-05-21
MaintainerTheBloke
Model Typellama
Instruction-BasedYes
Model Files  3.9 GB
Supported Languagesen
AWQ QuantizationYes
Quantization Typeawq
Model ArchitectureLlamaForCausalLM
Licenseother
Context Length2048
Model Max Length2048
Transformers Version4.36.2
Tokenizer ClassLlamaTokenizer
Padding Token<pad>
Vocabulary Size32001
Torch Data Typefloat16

Best Alternatives to Finance LLM AWQ

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...epseek Coder 6.7B Instruct AWQ16K / 3.9 GB193919
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Finance Chat AWQ4K / 3.9 GB1283
Medicine Chat AWQ4K / 3.9 GB143
Law Chat AWQ4K / 3.9 GB64
AdaptLLM Finance Chat AWQ4K / 3.9 GB61
Medicine LLM AWQ2K / 3.9 GB84
AmberChat AWQ2K / 3.9 GB71
...LI LlumiX 32K Instruct F16 0.232K / 13.5 GB81
...LI LlumiX 32K Instruct F16 0.132K / 13.5 GB80
Note: green Score (e.g. "73.2") means that the model is better than TheBloke/finance-LLM-AWQ.

Rank the Finance LLM AWQ 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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