Tinyllama PY CODER 4bit Lora 4K V5 by Ramikan-BR

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  4bit   Autotrain compatible Base model:ramikan-br/tinyllam...   Codegen   Conversational   En   Endpoints compatible   Gguf   License:apache-2.0   Llama   Lora   Pytorch   Quantized   Region:us   Safetensors   Sft   Trl   Unsloth

Tinyllama PY CODER 4bit Lora 4k V5 Benchmarks

Tinyllama PY CODER 4bit Lora 4K V5 Parameters and Internals

LLM NameTinyllama PY CODER 4bit Lora 4k V5
RepositoryOpen on ๐Ÿค— 
Base Model(s)  ...llama PY CODER 4bit Lora 4k V4   Ramikan-BR/tinyllama_PY-CODER-4bit-lora_4k-v4
Model Size1.1b
Required VRAM0.7 GB
Model Typellama
Model Files  2.2 GB   2.2 GB   0.7 GB
Supported Languagesen
GGUF QuantizationYes
Quantization Typegguf|4bit
Generates CodeYes
Model ArchitectureLlamaForCausalLM
Context Length4096
Model Max Length4096
Transformers Version4.40.2
Tokenizer ClassLlamaTokenizer
Padding Token<unk>
Vocabulary Size32000
LoRA ModelYes
Torch Data Typefloat16
Tinyllama PY CODER 4bit Lora 4K V5 (Ramikan-BR/tinyllama_PY-CODER-4bit-lora_4k-v5)

Best Alternatives to Tinyllama PY CODER 4bit Lora 4K V5

Best Alternatives
HF Rank
Tinyllama Coder Py V130.34K / 0.7 GB1320
Tinyllama Coder Py V120.34K / 0.7 GB1310
Tinyllama Coder Py 4bit V100.34K / 0.7 GB1330
Tinyllama Coder Py 4bit V30.34K / 1.2 GB1080
Tinyllama Coder Py 4bit V40.34K / 1.2 GB150
Tinyllama Coder Py V210.34K / 0.7 GB1310
Tinyllama Coder Py V200.34K / 0.7 GB1270
Tinyllama Coder Py V230.34K / 2.2 GB1140
Tinyllama Coder Py V190.34K / 0.7 GB1310
Tinyllama Coder Py V220.34K / 2.2 GB1070
Note: green Score (e.g. "73.2") means that the model is better than Ramikan-BR/tinyllama_PY-CODER-4bit-lora_4k-v5.

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Original data from HuggingFace, OpenCompass and various public git repos.
Release v2024071601