What are the hardware requirements for Technical Analysis Unsloth V3?

Technical Analysis Unsloth V3 requires approximately 4.1 GB of VRAM and supports a context window of 32K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Technical Analysis Unsloth V3 and how large is it?

Technical Analysis Unsloth V3 is developed by Hungry-Socrates, a model with 7.5b parameters. The model is published as open weights on Hugging Face and indexed on LLM Explorer with full benchmark history.

Where can I download or evaluate Technical Analysis Unsloth V3?

Technical Analysis Unsloth V3 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Technical Analysis Unsloth V3 by Hungry-Socrates — VRAM 4.1GB, 32K context

Name: Technical Analysis Unsloth V3
Author: Hungry-Socrates

Technical Analysis Unsloth V3 is an open-source language model by Hungry-Socrates. Features: 7.5b LLM, VRAM: 4.1GB, Context: 32K, License: apache-2.0, LLM Explorer Score: 0.11.

4-bit Base model:hungry-socrates/tec... Base model:quantized:hungry-so... Bitsandbytes En Endpoints compatible Mistral Region:us Safetensors Trl Unsloth

Model Card on HF 🤗: https://huggingface.co/Hungry-Socrates/Technical_Analysis_Unsloth_v3

Technical Analysis Unsloth V3 Parameters and Internals

Model Type

text-generation-inference, transformers, unsloth, mistral, trl

LLM Name	Technical Analysis Unsloth V3
Repository 🤗	https://huggingface.co/Hungry-Socrates/Technical_Analysis_Unsloth_v3
Base Model(s)	Hungry-Socrates/Technical_Analysis_Unsloth_v2 Hungry-Socrates/Technical_Analysis_Unsloth_v2
Model Size	7.5b
Required VRAM	4.1 GB
Updated	2026-08-08
Maintainer	Hungry-Socrates
Model Type	mistral
Model Files	4.1 GB
Supported Languages	en
Model Architecture	MistralForCausalLM
License	apache-2.0
Context Length	32768
Model Max Length	32768
Transformers Version	4.39.1
Tokenizer Class	LlamaTokenizer
Padding Token	<unk>
Vocabulary Size	32000
Torch Data Type	bfloat16

Rank the Technical Analysis Unsloth V3 capabilities

Have you tried this model? Rate its performance — this feedback helps the ML community find the right model for their needs.

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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Finchat298 Mistral7B FT 650	32K / 4.1 GB	5	0
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...iceday Finetune Articles V4 V3	32K / 4.7 GB	7	0
0dAI 7.5B V2 4bpw	32K / 3.8 GB	14	3
0dAI 7.5B V2 8bpw	32K / 7.3 GB	14	0
Mistral MoE Lora	32K / 4.1 GB	4	1
Legislinho	32K / 4.1 GB	5	2
Mymodel V2	32K / 30.1 GB	6	0
Mymodel V1	32K / 59 GB	5	0

Note: green Score (e.g. "73.2") means that the model is better than Hungry-Socrates/Technical_Analysis_Unsloth_v3.