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HumanFlow by randhir302

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HumanFlow is an open-source language model by randhir302. Features: 8b LLM, VRAM: 16.1GB, Context: 8K, License: apache-2.0, Quantized, Instruction-Based.

  4bit Base model:finetune:unsloth/ll... Base model:unsloth/llama-3-8b-...   Conversational   Editorial   En   Endpoints compatible   Humanizer   Instruct   Llama   Llama3   Merge   Model-index   Quantized   Region:us   Rewriting   Safetensors   Sft   Sharded   Tensorflow
Model Card on HF 🤗: https://huggingface.co/randhir302/HumanFlow 
HumanFlow (randhir302/HumanFlow)
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HumanFlow Parameters and Internals

LLM NameHumanFlow
Repository 🤗https://huggingface.co/randhir302/HumanFlow 
Base Model(s)  Llama 3 8B Instruct Bnb 4bit   unsloth/llama-3-8b-Instruct-bnb-4bit
Model Size8b
Required VRAM16.1 GB
Updated2026-04-19
Maintainerrandhir302
Model Typellama
Instruction-BasedYes
Model Files  5.0 GB: 1-of-4   5.0 GB: 2-of-4   4.9 GB: 3-of-4   1.2 GB: 4-of-4
Supported Languagesen
Quantization Type4bit
Model ArchitectureLlamaForCausalLM
Licenseapache-2.0
Context Length8192
Model Max Length8192
Tokenizer ClassTokenizersBackend
Padding Token<|reserved_special_token_250|>
Vocabulary Size128256
Torch Data Typefloat16

Best Alternatives to HumanFlow

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Context / RAM
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Likes
...B Instruct Gradient 1048K 4bit1024K / 4.5 GB162
...B Instruct Gradient 1048K 8bit1024K / 8.6 GB101
...truct Gradient 1048K Bpw6 EXL21024K / 6.7 GB92
...truct Gradient 1048K Bpw5 EXL21024K / 5.8 GB60
Llama 3 8B Instruct 1048K 4bit1024K / 4.5 GB54625
Llama 3 8B Instruct 1048K 8bit1024K / 8.6 GB30717
... Gradient 1048K 8.0bpw H8 EXL21024K / 8.6 GB53
...ct Gradient 1048K Bpw2.25 EXL21024K / 3.4 GB51
Llama 3 8B Instruct 262K 2bit256K / 2.5 GB161
...B Instruct 262k V2 EXL2 6.0bpw256K / 6.7 GB41
Note: green Score (e.g. "73.2") means that the model is better than randhir302/HumanFlow.

Rank the HumanFlow 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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