LLM EXPLORER
 LLM Explorer: A Curated Large Language Model Directory and Analytics
Dark Theme
  LLM  List    LLM Hosting    LLM Leaderboards    Blog    Newsfeed    Advertise

Mistral 7B Instruct V0.2 Expanded Sec 1.6B Tokens by arcee-ai

 »  All LLMs  »  arcee-ai  »  Mistral 7B Instruct V0.2 Expanded Sec 1.6B Tokens   URL Share it on

  15   
  Arxiv:2401.02415   Autotrain compatible   Conversational   Dataset:arcee-ai/sec-data-full   Endpoints compatible   Instruct   Mergekit   Mistral   Region:us   Safetensors   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/arcee-ai/Mistral-7B-Instruct-v0.2-expanded-sec-1.6B-tokens 

Mistral 7B Instruct V0.2 Expanded Sec 1.6B Tokens Benchmarks

LLME Score: 0.17731
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
Mistral 7B Instruct V0.2 Expanded Sec 1.6B Tokens (arcee-ai/Mistral-7B-Instruct-v0.2-expanded-sec-1.6B-tokens)

Mistral 7B Instruct V0.2 Expanded Sec 1.6B Tokens Parameters and Internals

Use Cases 
Primary Use Cases:
Can use with SEC data
Additional Notes 
Trained for a single epoch.
Training Details 
Data Volume:
1.6B SEC data
Methodology:
Only trained the newly added blocks as in the Llama pro paper while keeping every other layer frozen.
Hardware Used:
p5.48xlarge GPU (8 x 80GB)
Model Architecture:
Llama-pro style
LLM NameMistral 7B Instruct V0.2 Expanded Sec 1.6B Tokens
Repository 🤗https://huggingface.co/arcee-ai/Mistral-7B-Instruct-v0.2-expanded-sec-1.6B-tokens 
Model Size7b
Required VRAM17.9 GB
Updated2025-02-22
Maintainerarcee-ai
Model Typemistral
Instruction-BasedYes
Model Files  4.9 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   3.1 GB: 4-of-4
Model ArchitectureMistralForCausalLM
Context Length32768
Model Max Length32768
Transformers Version4.39.0.dev0
Tokenizer ClassLlamaTokenizer
Padding Token</s>
Vocabulary Size32000
Torch Data Typefloat32

Best Alternatives to Mistral 7B Instruct V0.2 Expanded Sec 1.6B Tokens

Best Alternatives
Context / RAM
Downloads
Likes
...Nemo Instruct 2407 Abliterated1000K / 24.5 GB462011
SpydazWeb AI HumanAI RP512K / 14.4 GB121
SpydazWeb AI HumanAI 002512K / 14.4 GB181
...daz Web AI ChatML 512K Project512K / 14.5 GB120
... Summarize 64K QLoRANET Merged128K / 4.1 GB120
...1 Summarize 64K LoRANET Merged128K / 14.4 GB110
Mistral 7B Instruct V0.232K / 14.4 GB33160952630
Mistral 7B Instruct V0.132K / 14.4 GB1916301573
...ity Instruct 7M Gen Mistral 7B32K / 14.4 GB37505
...ty Instruct 3M 0625 Mistral 7B32K / 14.4 GB37063
Note: green Score (e.g. "73.2") means that the model is better than arcee-ai/Mistral-7B-Instruct-v0.2-expanded-sec-1.6B-tokens.

Rank the Mistral 7B Instruct V0.2 Expanded Sec 1.6B Tokens 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  

What open-source LLMs or SLMs are you in search of? 43470 in total.

Email us: info@extractum.io. Our Privacy Policy  | Terms and Conditions  | Suggest an improvement.
Our Social Media →  
Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241227
  Support LLM Explorer