Llama 3.2 1B Instruct Sum KTO 40K 2 1ep is an open-source language model by Muadil. Features: 1b LLM, VRAM: 2.5GB, Context: 128K, Instruction-Based, LLM Explorer Score: 0.17.
Arxiv:1910.09700 Conversational Endpoints compatible Instruct Llama Llama-factory Region:us Safetensors Sharded Tensorflow
Model Card on HF 🤗: https://huggingface.co/Muadil/Llama-3.2-1B-Instruct_sum_KTO_40k_2_1ep
Llama 3.2 1B Instruct Sum KTO 40k 2 1ep 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)
Llama 3.2 1B Instruct Sum KTO 40K 2 1ep Parameters and Internals
| LLM Name | Llama 3.2 1B Instruct Sum KTO 40k 2 1ep |
| Repository 🤗 | https://huggingface.co/Muadil/Llama-3.2-1B-Instruct_sum_KTO_40k_2_1ep |
| Model Size | 1b |
| Required VRAM | 2.5 GB |
| Updated | 2026-07-10 |
| Maintainer | Muadil |
| Model Type | llama |
| Instruction-Based | Yes |
| Model Files | |
| Model Architecture | LlamaForCausalLM |
| Context Length | 131072 |
| Model Max Length | 131072 |
| Transformers Version | 4.44.2 |
| Tokenizer Class | PreTrainedTokenizerFast |
| Padding Token | <|eot_id|> |
| Vocabulary Size | 128256 |
| Torch Data Type | bfloat16 |
Best Alternatives to Llama 3.2 1B Instruct Sum KTO 40K 2 1ep
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| Llama 3.2 1B Instruct | 128K / 2.5 GB | 8363204 | 1460 |
| LlaMa3.2 1B Instruct | 128K / 4.9 GB | 102 | 0 |
| ...1B Claude Opus Fable5 Thinking | 128K / 2.2 GB | 970 | 2 |
| Llama 3.2 1B Instruct Bf16 | 128K / 2.5 GB | 1158 | 5 |
| Llama 3.2 1B Instruct | 128K / 2.5 GB | 7 | 0 |
| Llama 3.2 1B Instruct | 128K / 2.5 GB | 212072 | 100 |
| Shield Llama 3.2 1B Full FT CE | 128K / 2.5 GB | 795 | 0 |
| Llama 3.2 1B IT ConvFill | 128K / 2.5 GB | 39 | 0 |
| Llama3.2 1B FantasySciFi | 128K / 2.5 GB | 304 | 0 |
| Llama3.2 1B RolePlaying Full | 128K / 2.5 GB | 46 | 2 |
Note: green Score (e.g. "73.2") means that the model is better than Muadil/Llama-3.2-1B-Instruct_sum_KTO_40k_2_1ep .
Rank the Llama 3.2 1B Instruct Sum KTO 40K 2 1ep Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a