What are the hardware requirements for Harper Valley Qwen Merged Sft Ckp 100?

Harper Valley Qwen Merged Sft Ckp 100 requires approximately 8.1 GB of VRAM and supports a context window of 256K tokens. Quantized variants may run on less VRAM; see the Quantized Models section on this page.

Who developed Harper Valley Qwen Merged Sft Ckp 100 and how large is it?

Harper Valley Qwen Merged Sft Ckp 100 is developed by bhavyagoyal-lexsi, a model with 4b 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 Harper Valley Qwen Merged Sft Ckp 100?

Harper Valley Qwen Merged Sft Ckp 100 is hosted on Hugging Face and linked from this page. LLM Explorer also lists quantized variants and similar alternatives if available.

Harper Valley Qwen Merged Sft Ckp 100 by bhavyagoyal-lexsi — VRAM 8.1GB, 256K context

Name: Harper Valley Qwen Merged Sft Ckp 100
Author: bhavyagoyal-lexsi

Harper Valley Qwen Merged Sft Ckp 100 is an open-source language model by bhavyagoyal-lexsi. Features: 4b LLM, VRAM: 8.1GB, Context: 256K, Merged, LLM Explorer Score: 0.22.

Merged Model Arxiv:1910.09700 Conversational Endpoints compatible Qwen3 Region:us Safetensors Sharded Tensorflow

Model Card on HF 🤗: https://huggingface.co/bhavyagoyal-lexsi/harper-valley-qwen-merged_sft_ckp_100

Harper Valley Qwen Merged Sft Ckp 100 Parameters and Internals

LLM Name	Harper Valley Qwen Merged Sft Ckp 100
Repository 🤗	https://huggingface.co/bhavyagoyal-lexsi/harper-valley-qwen-merged_sft_ckp_100
Merged Model	Yes
Model Size	4b
Required VRAM	8.1 GB
Updated	2026-06-28
Maintainer	bhavyagoyal-lexsi
Model Type	qwen3
Model Files	5.0 GB: 1-of-2 3.1 GB: 2-of-2
Model Architecture	Qwen3ForCausalLM
Context Length	262144
Model Max Length	262144
Transformers Version	4.57.2
Tokenizer Class	Qwen2Tokenizer
Padding Token	<\|endoftext\|>
Vocabulary Size	151936
Errors	replace

Rank the Harper Valley Qwen Merged Sft Ckp 100 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

Best Alternatives to Harper Valley Qwen Merged Sft Ckp 100

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GRPO 4 70	256K / 8.1 GB	10	0
Qwen3 4B Instruct 2507	256K / 8.1 GB	3109972	911
FastContext 1.0 4B SFT	256K / 8.1 GB	5735	357
...2.5 Flash Lite Preview Distill	256K / 8.1 GB	31	1
SRA RiskGate 4B	256K / 8 GB	2662	1
Lightning 4B	256K / 8.1 GB	13	6
Qwen3 4B Thinking 2507	256K / 8.1 GB	291023	606
Mgi Assistant V1 Qwen3 4B	256K / 8.1 GB	669	1
FastContext 1.0 4B RL	256K / 8.1 GB	4559	61
Fable Traces	256K / 8.1 GB	140	210

Note: green Score (e.g. "73.2") means that the model is better than bhavyagoyal-lexsi/harper-valley-qwen-merged_sft_ckp_100.