Upload LlamaForCausalLM

README.md

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+---
+library_name: transformers
+tags:
+- 'model: llama_chat'
+- 'repo_name: llama_chat_channel_3_sentence_ambiguity_All'
+- 'file_name: llama_chat_channel_3_sentence_ambiguity_All_5000_5.pt'
+- 'base_model: meta-llama/Llama-2-7b-chat-hf'
+- 'pruning_style: channel'
+- 'community: 3'
+- 'pruning_ratio: 20'
+- 'dataset_label: sentence_ambiguity'
+- 'sparsity_ratio: 20'
+- 'dataset: [''tasksource/bigbench'', ''sentence_ambiguity'']'
+- 'finetune: All'
+- 'modules_size: 53'
+- 'modules: [''10_attn.q'', ''10_attn.v'', ''10_mlp.up'', ''11_attn.k'', ''11_attn.q'',
+  ''11_mlp.down'', ''12_attn.k'', ''13_mlp.down'', ''14_gate'', ''16_mlp.down'', ''17_gate'',
+  ''17_mlp.down'', ''18_attn.q'', ''18_mlp.down'', ''19_attn.k'', ''19_attn.o'', ''19_attn.v'',
+  ''19_gate'', ''19_mlp.down'', ''20_attn.k'', ''20_attn.q'', ''20_gate'', ''21_attn.v'',
+  ''21_gate'', ''22_mlp.down'', ''23_attn.o'', ''23_attn.v'', ''24_attn.k'', ''24_attn.v'',
+  ''24_gate'', ''24_mlp.down'', ''25_attn.k'', ''25_attn.o'', ''25_mlp.up'', ''26_attn.q'',
+  ''27_attn.q'', ''4_attn.k'', ''4_attn.q'', ''4_gate'', ''4_mlp.down'', ''4_mlp.up'',
+  ''5_attn.v'', ''5_gate'', ''6_attn.v'', ''6_gate'', ''6_mlp.down'', ''6_mlp.up'',
+  ''7_attn.o'', ''7_attn.v'', ''8_mlp.up'', ''9_attn.k'', ''9_gate'', ''9_mlp.down'']'
+- 'rank: 2'
+- 'tags: [''model: llama_chat'', ''repo_name: llama_chat_channel_3_sentence_ambiguity_All'',
+  ''file_name: llama_chat_channel_3_sentence_ambiguity_All_5000_5.pt'', ''base_model:
+  meta-llama/Llama-2-7b-chat-hf'', ''pruning_style: channel'', ''community: 3'', ''pruning_ratio:
+  20'', ''dataset_label: sentence_ambiguity'', ''sparsity_ratio: 20'', "dataset: [''tasksource/bigbench'',
+  ''sentence_ambiguity'']", ''finetune: All'', ''modules_size: 53'', "modules: [''10_attn.q'',
+  ''10_attn.v'', ''10_mlp.up'', ''11_attn.k'', ''11_attn.q'', ''11_mlp.down'', ''12_attn.k'',
+  ''13_mlp.down'', ''14_gate'', ''16_mlp.down'', ''17_gate'', ''17_mlp.down'', ''18_attn.q'',
+  ''18_mlp.down'', ''19_attn.k'', ''19_attn.o'', ''19_attn.v'', ''19_gate'', ''19_mlp.down'',
+  ''20_attn.k'', ''20_attn.q'', ''20_gate'', ''21_attn.v'', ''21_gate'', ''22_mlp.down'',
+  ''23_attn.o'', ''23_attn.v'', ''24_attn.k'', ''24_attn.v'', ''24_gate'', ''24_mlp.down'',
+  ''25_attn.k'', ''25_attn.o'', ''25_mlp.up'', ''26_attn.q'', ''27_attn.q'', ''4_attn.k'',
+  ''4_attn.q'', ''4_gate'', ''4_mlp.down'', ''4_mlp.up'', ''5_attn.v'', ''5_gate'',
+  ''6_attn.v'', ''6_gate'', ''6_mlp.down'', ''6_mlp.up'', ''7_attn.o'', ''7_attn.v'',
+  ''8_mlp.up'', ''9_attn.k'', ''9_gate'', ''9_mlp.down'']", ''rank: 2'']'
+---
+
+# Model Card for Model ID
+
+<!-- Provide a quick summary of what the model is/does. -->
+
+
+
+## Model Details
+
+### Model Description
+
+<!-- Provide a longer summary of what this model is. -->
+
+This is the model card of a 🤗 transformers model that has been pushed on the Hub. This model card has been automatically generated.
+
+- **Developed by:** [More Information Needed]
+- **Funded by [optional]:** [More Information Needed]
+- **Shared by [optional]:** [More Information Needed]
+- **Model type:** [More Information Needed]
+- **Language(s) (NLP):** [More Information Needed]
+- **License:** [More Information Needed]
+- **Finetuned from model [optional]:** [More Information Needed]
+
+### Model Sources [optional]
+
+<!-- Provide the basic links for the model. -->
+
+- **Repository:** [More Information Needed]
+- **Paper [optional]:** [More Information Needed]
+- **Demo [optional]:** [More Information Needed]
+
+## Uses
+
+<!-- Address questions around how the model is intended to be used, including the foreseeable users of the model and those affected by the model. -->
+
+### Direct Use
+
+<!-- This section is for the model use without fine-tuning or plugging into a larger ecosystem/app. -->
+
+[More Information Needed]
+
+### Downstream Use [optional]
+
+<!-- This section is for the model use when fine-tuned for a task, or when plugged into a larger ecosystem/app -->
+
+[More Information Needed]
+
+### Out-of-Scope Use
+
+<!-- This section addresses misuse, malicious use, and uses that the model will not work well for. -->
+
+[More Information Needed]
+
+## Bias, Risks, and Limitations
+
+<!-- This section is meant to convey both technical and sociotechnical limitations. -->
+
+[More Information Needed]
+
+### Recommendations
+
+<!-- This section is meant to convey recommendations with respect to the bias, risk, and technical limitations. -->
+
+Users (both direct and downstream) should be made aware of the risks, biases and limitations of the model. More information needed for further recommendations.
+
+## How to Get Started with the Model
+
+Use the code below to get started with the model.
+
+[More Information Needed]
+
+## Training Details
+
+### Training Data
+
+<!-- This should link to a Dataset Card, perhaps with a short stub of information on what the training data is all about as well as documentation related to data pre-processing or additional filtering. -->
+
+[More Information Needed]
+
+### Training Procedure
+
+<!-- This relates heavily to the Technical Specifications. Content here should link to that section when it is relevant to the training procedure. -->
+
+#### Preprocessing [optional]
+
+[More Information Needed]
+
+
+#### Training Hyperparameters
+
+- **Training regime:** [More Information Needed] <!--fp32, fp16 mixed precision, bf16 mixed precision, bf16 non-mixed precision, fp16 non-mixed precision, fp8 mixed precision -->
+
+#### Speeds, Sizes, Times [optional]
+
+<!-- This section provides information about throughput, start/end time, checkpoint size if relevant, etc. -->
+
+[More Information Needed]
+
+## Evaluation
+
+<!-- This section describes the evaluation protocols and provides the results. -->
+
+### Testing Data, Factors & Metrics
+
+#### Testing Data
+
+<!-- This should link to a Dataset Card if possible. -->
+
+[More Information Needed]
+
+#### Factors
+
+<!-- These are the things the evaluation is disaggregating by, e.g., subpopulations or domains. -->
+
+[More Information Needed]
+
+#### Metrics
+
+<!-- These are the evaluation metrics being used, ideally with a description of why. -->
+
+[More Information Needed]
+
+### Results
+
+[More Information Needed]
+
+#### Summary
+
+
+
+## Model Examination [optional]
+
+<!-- Relevant interpretability work for the model goes here -->
+
+[More Information Needed]
+
+## Environmental Impact
+
+<!-- Total emissions (in grams of CO2eq) and additional considerations, such as electricity usage, go here. Edit the suggested text below accordingly -->
+
+Carbon emissions can be estimated using the [Machine Learning Impact calculator](https://mlco2.github.io/impact#compute) presented in [Lacoste et al. (2019)](https://arxiv.org/abs/1910.09700).
+
+- **Hardware Type:** [More Information Needed]
+- **Hours used:** [More Information Needed]
+- **Cloud Provider:** [More Information Needed]
+- **Compute Region:** [More Information Needed]
+- **Carbon Emitted:** [More Information Needed]
+
+## Technical Specifications [optional]
+
+### Model Architecture and Objective
+
+[More Information Needed]
+
+### Compute Infrastructure
+
+[More Information Needed]
+
+#### Hardware
+
+[More Information Needed]
+
+#### Software
+
+[More Information Needed]
+
+## Citation [optional]
+
+<!-- If there is a paper or blog post introducing the model, the APA and Bibtex information for that should go in this section. -->
+
+**BibTeX:**
+
+[More Information Needed]
+
+**APA:**
+
+[More Information Needed]
+
+## Glossary [optional]
+
+<!-- If relevant, include terms and calculations in this section that can help readers understand the model or model card. -->
+
+[More Information Needed]
+
+## More Information [optional]
+
+[More Information Needed]
+
+## Model Card Authors [optional]
+
+[More Information Needed]
+
+## Model Card Contact
+
+[More Information Needed]

config.json

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+{
+  "architectures": [
+    "LlamaForCausalLM"
+  ],
+  "attention_bias": false,
+  "attention_dropout": 0.0,
+  "bos_token_id": 1,
+  "eos_token_id": 2,
+  "head_dim": 128,
+  "hidden_act": "silu",
+  "hidden_size": 4096,
+  "initializer_range": 0.02,
+  "intermediate_size": 11008,
+  "max_position_embeddings": 4096,
+  "mlp_bias": false,
+  "model_type": "llama",
+  "num_attention_heads": 32,
+  "num_hidden_layers": 32,
+  "num_key_value_heads": 32,
+  "pretraining_tp": 1,
+  "rms_norm_eps": 1e-05,
+  "rope_scaling": null,
+  "rope_theta": 10000.0,
+  "tie_word_embeddings": false,
+  "torch_dtype": "float32",
+  "transformers_version": "4.52.4",
+  "use_cache": true,
+  "vocab_size": 32000
+}

generation_config.json

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+{
+  "bos_token_id": 1,
+  "do_sample": true,
+  "eos_token_id": 2,
+  "max_length": 4096,
+  "pad_token_id": 0,
+  "temperature": 0.6,
+  "top_p": 0.9,
+  "transformers_version": "4.52.4"
+}

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