Survey Finetuned Tinyllama For Deployment is an open-source language model by aryashah00. Features: 1.1b LLM, VRAM: 2.2GB, Context: 2K, License: mit, Fine-Tuned, LLM Explorer Score: 0.19.
Autotrain compatible Chatbot Conversational En Endpoints compatible Finetuned Llama Region:us Safetensors Survey-response-generation Synthetic-data
Model Card on HF 🤗: https://huggingface.co/aryashah00/survey-finetuned-tinyllama-for-deployment
Survey Finetuned Tinyllama For Deployment 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)
Survey Finetuned Tinyllama For Deployment Parameters and Internals
| LLM Name | Survey Finetuned Tinyllama For Deployment |
| Repository 🤗 | https://huggingface.co/aryashah00/survey-finetuned-tinyllama-for-deployment |
| Model Size | 1.1b |
| Required VRAM | 2.2 GB |
| Updated | 2025-09-23 |
| Maintainer | aryashah00 |
| Model Type | llama |
| Model Files | |
| Supported Languages | en |
| Model Architecture | LlamaForCausalLM |
| License | mit |
| Context Length | 2048 |
| Model Max Length | 2048 |
| Transformers Version | 4.35.0 |
| Tokenizer Class | LlamaTokenizer |
| Padding Token | </s> |
| Vocabulary Size | 32000 |
| Torch Data Type | bfloat16 |
Best Alternatives to Survey Finetuned Tinyllama For Deployment
Best Alternatives |
Context / RAM |
Downloads |
Likes |
|---|---|---|---|
| TinyKiller NSFW DPO 1.1B | 32K / 2.2 GB | 12 | 0 |
| Coven Tiny 1.1b 32k Orpo Alpha | 32K / 2.2 GB | 3 | 2 |
| Test Mix 01 | 32K / 2.2 GB | 5 | 0 |
| Palmer Merge Test 5 | 32K / 2.2 GB | 5 | 0 |
| ...llama 1.1B 16K Instructions V4 | 32K / 2.2 GB | 8 | 0 |
| TinyLlama 1.1B 32K Instruct | 32K / 2.2 GB | 169 | 13 |
| TinyJ.O.S.I.E. 1.1B 32K Base | 32K / 2.2 GB | 30 | 1 |
| Palmer 002 32K | 32K / 2.2 GB | 7 | 0 |
| TinyLlama 1.1B 32K | 32K / 2.2 GB | 209 | 30 |
| TinyJ.O.S.I.E. 1.1B 32K Base | 32K / 2.2 GB | 5 | 1 |
Note: green Score (e.g. "73.2") means that the model is better than aryashah00/survey-finetuned-tinyllama-for-deployment .
Rank the Survey Finetuned Tinyllama For Deployment Capabilities
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Original data from HuggingFace, OpenCompass and various public git repos.
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Release v20260328a