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choprahetarth
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gemma-instruct-merge-named_correctly

Safetensors
gemma2
Merge
mergekit
lazymergekit
google/gemma-2-2b-it
Model card Files Community
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  1. .gitattributes +1 -0
  2. README.md +422 -0
  3. config.json +33 -0
  4. mergekit_config.yml +379 -0
  5. model-00001-of-00002.safetensors +3 -0
  6. model-00002-of-00002.safetensors +3 -0
  7. model.safetensors.index.json +1 -0
  8. special_tokens_map.json +34 -0
  9. tokenizer.json +3 -0
  10. tokenizer_config.json +2012 -0
.gitattributes CHANGED
@@ -33,3 +33,4 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
 
 
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  *.zip filter=lfs diff=lfs merge=lfs -text
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  *.zst filter=lfs diff=lfs merge=lfs -text
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  *tfevents* filter=lfs diff=lfs merge=lfs -text
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+ tokenizer.json filter=lfs diff=lfs merge=lfs -text
README.md ADDED
@@ -0,0 +1,422 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ ---
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+ base_model:
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+ - google/gemma-2-2b-it
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+ tags:
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+ - merge
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+ - mergekit
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+ - lazymergekit
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+ - google/gemma-2-2b-it
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+ ---
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+
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+ # gemma-instruct-merge-named_correctly
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+
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+ gemma-instruct-merge-named_correctly is a merge of the following models using [LazyMergekit](https://colab.research.google.com/drive/1obulZ1ROXHjYLn6PPZJwRR6GzgQogxxb?usp=sharing):
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+ * [google/gemma-2-2b-it](https://huggingface.co/google/gemma-2-2b-it)
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+
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+ ## 🧩 Configuration
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+
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+ ```yaml
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+ models:
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+ - model: google/gemma-2-2b
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+ - model: google/gemma-2-2b-it
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+ parameters:
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+ density:
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+ weight:
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+ - value: 1
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+ merge_method: ties
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+ base_model: google/gemma-2-2b
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+ parameters:
393
+ normalize: true
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+ int8_mask: true
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+ dtype: bfloat16
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+ tokenizer_source: union
397
+ ```
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+
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+ ## 💻 Usage
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+
401
+ ```python
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+ !pip install -qU transformers accelerate
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+
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+ from transformers import AutoTokenizer
405
+ import transformers
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+ import torch
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+
408
+ model = "choprahetarth/gemma-instruct-merge-named_correctly"
409
+ messages = [{"role": "user", "content": "What is a large language model?"}]
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+
411
+ tokenizer = AutoTokenizer.from_pretrained(model)
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+ prompt = tokenizer.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)
413
+ pipeline = transformers.pipeline(
414
+ "text-generation",
415
+ model=model,
416
+ torch_dtype=torch.float16,
417
+ device_map="auto",
418
+ )
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+
420
+ outputs = pipeline(prompt, max_new_tokens=256, do_sample=True, temperature=0.7, top_k=50, top_p=0.95)
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+ print(outputs[0]["generated_text"])
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+ ```
config.json ADDED
@@ -0,0 +1,33 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
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+ "_name_or_path": "google/gemma-2-2b",
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+ "architectures": [
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+ "Gemma2ForCausalLM"
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+ ],
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+ "attention_bias": false,
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+ "attention_dropout": 0.0,
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+ "attn_logit_softcapping": 50.0,
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+ "bos_token_id": 2,
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+ "cache_implementation": "hybrid",
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+ "eos_token_id": 1,
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