4bit Autotrain compatible Conversational En Endpoints compatible Instruct Llama Quantized Region:us Safetensors Sft Sharded Tensorflow Trl Unsloth
Model Card on HF 🤗: https://huggingface.co/johnpaulbin/llama3.2-3b-basetoxic-v2
Llama3.2 3B Basetoxic V2 Benchmarks
nn.n% — How the model compares to the reference models: Anthropic Sonnet 3.5 ("so35"), GPT-4o ("gpt4o") or GPT-4 ("gpt4").
What is the LLM Explorer Rank (Score)
Llama3.2 3B Basetoxic V2 Parameters and Internals
| LLM Name | Llama3.2 3B Basetoxic V2 |
| Repository 🤗 | https://huggingface.co/johnpaulbin/llama3.2-3b-basetoxic-v2 |
| Base Model(s) | |
| Model Size | 3b |
| Required VRAM | 7.2 GB |
| Updated | 2025-07-29 |
| Maintainer | johnpaulbin |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Supported Languages | en |
| Quantization Type | 4bit |
| Model Architecture | LlamaForCausalLM |
| License | apache-2.0 |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.50.0.dev0 |
| Tokenizer Class | PreTrainedTokenizer |
| Padding Token | <|finetune_right_pad_id|> |
| Vocabulary Size | 128256 |
| Torch Data Type | bfloat16 |
Best Alternatives to Llama3.2 3B Basetoxic V2
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| ...ama Llama 3.2 3B Instruct FP16 | 128K / 6.5 GB | 3573167 | 2 |
| Llama32 3B En Emo 2000 Stp | 128K / 2.2 GB | 167 | 0 |
| ...2 3B Instruct Unsloth Bnb 4bit | 128K / 2.4 GB | 112744 | 10 |
| Llama32 3B En Emo 300 Stp | 128K / 2.2 GB | 24 | 0 |
| Llama32 3B En Emo 1000 Stp | 128K / 2.2 GB | 5 | 0 |
| Llama32 3B En Emo 5000 Stp | 128K / 2.2 GB | 6 | 0 |
| ...ngCore 3B Instruct R01 Reflect | 128K / 6.5 GB | 0 | 1 |
| ReasoningCore 3B 0 | 128K / 6.5 GB | 12 | 2 |
| Security Llama3.2 3B | 128K / 6.5 GB | 5 | 0 |
| Gladiator Mini Exp 1211 3B | 128K / 6.5 GB | 5 | 0 |
Note: green Score (e.g. "73.2") means that the model is better than johnpaulbin/llama3.2-3b-basetoxic-v2 .
Rank the Llama3.2 3B Basetoxic V2 Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
Release v20241124