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Basically-Human-4B
GreenerPastures/Basically-Human-4B
Basically-Human-4B is a machine learning model from GreenerPastures. Use it for the machine learning task on the model card, and read the license before you ship it in a product. The card lists the license as apache-2.0.
<!DOCTYPE html <html lang="en" <head <meta charset="UTF-8" / <meta name="viewport" content="width=device-width, initial-scale=1.0" / <titleBasically-Human-4B</title <link href="https://fonts.googleapis.com/css2?family…
All-time downloads
520
Public
Parameters
4B
8.1 GB on disk
Likes
8
Public
Repo makeup
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.safetensors8 GB · 100%
At a glance
- License
- apache-2.0
- Model type
- qwen3
- Access
- Public
- Created
- May 4, 2025
- Updated
- May 8, 2025
- SHA
- cd76cee1
Base models
Model card
From the Hugging Face model README
<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="UTF-8" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" />
<title>Basically-Human-4B</title>
<link href="https://fonts.googleapis.com/css2?family=Share+Tech+Mono&display=swap" rel="stylesheet">
<style>
body {
font-family: 'Share Tech Mono', monospace;
background-color: #0f0f1a;
color: #ccc;
margin: 0;
padding: 0;
}
.container {
width: 95%;
margin: 20px auto;
background-color: #1a1a2e;
padding: 30px;
border-radius: 12px;
box-shadow: 0 0 20px #00fff7;
}
h1, h2, h3, h4 {
font-family: 'Share Tech Mono', monospace;
color: #00fff7;
text-align: center;
}
h3 {
font-size: 3em;
margin: 20px 0;
text-shadow: 0 0 10px #00fff7;
}
p {
line-height: 1.7;
font-size: 1.1em;
color: #ccc;
}
.image-container {
margin-bottom: 30px;
}
.image-container img {
display: block;
margin: 0 auto;
border-radius: 8px;
box-shadow: 0 0 15px #00fff7;
max-width: 100%;
height: auto;
}
.description, .procedure, .data, .quantizations {
margin-bottom: 50px;
}
.list {
list-style-type: square;
margin-left: 25px;
color: #0ff;
}
.quote {
background-color: #292945;
padding: 15px;
border-left: 4px solid #00fff7;
font-style: italic;
margin: 20px 0;
color: #eee;
}
.section-title {
font-size: 1.8em;
color: #00fff7;
border-bottom: 2px solid #00fff7;
padding-bottom: 8px;
margin-bottom: 15px;
}
.quantization-info {
background-color: #222237;
padding: 20px;
border-radius: 10px;
box-shadow: 0 0 15px #0ff;
}
.quantization-info h4 {
font-family: 'Share Tech Mono', monospace;
color: #00fff7;
margin-bottom: 10px;
}
a {
color: #0ff;
text-decoration: none;
}
a:hover {
color: #ff00cc;
text-decoration: underline;
}
</style>
</head>
<body>
<div class="container">
<h3>Basically-Human-4B</h3>
<div class="image-container">
<img src="https://cdn-uploads.huggingface.co/production/uploads/67db37734ef7ccf7781e67ad/4P0r7TL8xRsUM4b1huIDi.png" alt="Basically-Human-4B Image" width="500" />
</div>
<div class="description">
<h2 class="section-title">Description</h2>
<p>Basically-Human-4B is a 4B parameter roleplaying language model built on Qwen3 4B, fine-tuned for immersive, emotionally resonant character interaction. Designed to emulate the flow and nuance of real human dialogue, it excels at staying in persona, crafting believable responses, and driving dynamic storytelling. With support for ChatML formatting and alignment focused on realism and consistency, Basically-Human-4B is a compact but capable choice for text-based roleplay, NPC simulation, and interactive fiction.</p>
</div>
<div class="description">
<h2 class="section-title">Instruct Format</h2>
<p>Basically-Human-4B uses the ChatML instruction format and was trained under the Qwen3 chat template. Messages are structured with system, user, and assistant roles, each enclosed in <|im_start|> and <|im_end|> tokens, ensuring compatibility with applications that rely on structured conversational data. This format enables clear role delineation and seamless multi-turn interactions, making the model highly effective for in-character dialogue and roleplay scenarios.</p>
</div>
<div class="procedure">
<h2 class="section-title">Procedure</h2>
<p>The pretrained base model was fine-tuned on instruct and roleplaying data in a single step. Once the supervised fine-tuning was complete, a Kahneman-Tversky optimization was applied as a final alignment step.</p>
</div>
<div class="data">
<h2 class="section-title">Data</h2>
<p>The model was trained on a diverse collection of instruction and roleplaying data, including the following sets:</p>
<ul class="list">
<li>PocketDoc/Dans-MemoryCore-CoreCurriculum-Small</li>
<li>NewEden/Kalo-Opus-Instruct-22k-Refusal-Murdered</li>
<li>Epiculous/Synthstruct-Gens-v1.1-Filtered-n-Cleaned</li>
<li>NewEden/Gryphe-Sonnet-3.5-35k-Subset</li>
<li>Nitral-AI/GU_Instruct-ShareGPT</li>
<li>Nitral-AI/Medical_Instruct-ShareGPT</li>
<li>AquaV/Resistance-Sharegpt</li>
<li>AquaV/US-Army-Survival-Sharegpt</li>
<li>Gryphe/Sonnet3.5-SlimOrcaDedupCleaned</li>
<li>Epiculous/SynthRP-Gens-v1.1-Filtered-n-Cleaned</li>
<li>ResplendentAI/bluemoon</li>
<li>hardlyworking/openerotica-freedomrp-sharegpt-system</li>
<li>MinervaAI/Aesir-Preview</li>
<li>anthracite-core/c2_logs_32k_v1.1</li>
<li>Nitral-AI/Creative_Writing-ShareGPT</li>
<li>PJMixers/lodrick-the-lafted_OpusStories-Story2Prompt-ShareGPT</li>
<li>NewEden/Opus-accepted-hermes-rejected-shuffled</li>
</ul>
</div>
<div class="quantizations">
<h2 class="section-title">Quantizations</h2>
<div class="quantization-info">
<h4>We provide GGUF quantized versions of Basically-Human-4B:</h4>
<ul>
<li><a href="https://huggingface.co/mradermacher/Basically-Human-4B-GGUF" target="_blank">Basically-Human-4B GGUF</a></li>
<li><a href="https://huggingface.co/mradermacher/Basically-Human-4B-i1-GGUF" target="_blank">Basically-Human-4B-i1 GGUF</a></li>
</ul>
</div>
</div>
</div>
</body>
</html>
- Type
- qwen3
- License
- apache-2.0
- Languages
- en
- Created
- May 4, 2025
- Updated
- May 8, 2025