v1.0.0

cat_age/README.md

@@ -1,207 +0,0 @@
----
-base_model: /scratchlocal/fiona.hak/2364375.pbsserver/Mistral-7B-Instruct-v0.3
-library_name: peft
-pipeline_tag: text-generation
-tags:
-- base_model:adapter:/scratchlocal/fiona.hak/2364375.pbsserver/Mistral-7B-Instruct-v0.3
-- lora
-- transformers
----
-
-# 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. -->
-
-
-
-- **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]
-### Framework versions
-
-- PEFT 0.17.1

cat_age/chat_template.jinja

@@ -1,87 +0,0 @@
-{%- if messages[0]["role"] == "system" %}
-    {%- set system_message = messages[0]["content"] %}
-    {%- set loop_messages = messages[1:] %}
-{%- else %}
-    {%- set loop_messages = messages %}
-{%- endif %}
-{%- if not tools is defined %}
-    {%- set tools = none %}
-{%- endif %}
-{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
-
-{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
-{%- set ns = namespace() %}
-{%- set ns.index = 0 %}
-{%- for message in loop_messages %}
-    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
-        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
-            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
-        {%- endif %}
-        {%- set ns.index = ns.index + 1 %}
-    {%- endif %}
-{%- endfor %}
-
-{{- bos_token }}
-{%- for message in loop_messages %}
-    {%- if message["role"] == "user" %}
-        {%- if tools is not none and (message == user_messages[-1]) %}
-            {{- "[AVAILABLE_TOOLS] [" }}
-            {%- for tool in tools %}
-                {%- set tool = tool.function %}
-                {{- '{"type": "function", "function": {' }}
-                {%- for key, val in tool.items() if key != "return" %}
-                    {%- if val is string %}
-                        {{- '"' + key + '": "' + val + '"' }}
-                    {%- else %}
-                        {{- '"' + key + '": ' + val|tojson }}
-                    {%- endif %}
-                    {%- if not loop.last %}
-                        {{- ", " }}
-                    {%- endif %}
-                {%- endfor %}
-                {{- "}}" }}
-                {%- if not loop.last %}
-                    {{- ", " }}
-                {%- else %}
-                    {{- "]" }}
-                {%- endif %}
-            {%- endfor %}
-            {{- "[/AVAILABLE_TOOLS]" }}
-            {%- endif %}
-        {%- if loop.last and system_message is defined %}
-            {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
-        {%- else %}
-            {{- "[INST] " + message["content"] + "[/INST]" }}
-        {%- endif %}
-    {%- elif message.tool_calls is defined and message.tool_calls is not none %}
-        {{- "[TOOL_CALLS] [" }}
-        {%- for tool_call in message.tool_calls %}
-            {%- set out = tool_call.function|tojson %}
-            {{- out[:-1] }}
-            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
-                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-            {%- endif %}
-            {{- ', "id": "' + tool_call.id + '"}' }}
-            {%- if not loop.last %}
-                {{- ", " }}
-            {%- else %}
-                {{- "]" + eos_token }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif message["role"] == "assistant" %}
-        {{- " " + message["content"]|trim + eos_token}}
-    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
-        {%- if message.content is defined and message.content.content is defined %}
-            {%- set content = message.content.content %}
-        {%- else %}
-            {%- set content = message.content %}
-        {%- endif %}
-        {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
-        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
-            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-        {%- endif %}
-        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
-    {%- else %}
-        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
-    {%- endif %}
-{%- endfor %}

cat_biopsy_site/README.md

@@ -1,207 +0,0 @@
----
-base_model: /scratchlocal/fiona.hak/265068/Mistral-7B-Instruct-v0.3
-library_name: peft
-pipeline_tag: text-generation
-tags:
-- base_model:adapter:/scratchlocal/fiona.hak/265068/Mistral-7B-Instruct-v0.3
-- lora
-- transformers
----
-
-# 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. -->
-
-
-
-- **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]
-### Framework versions
-
-- PEFT 0.17.1

cat_biopsy_site/chat_template.jinja

@@ -1,87 +0,0 @@
-{%- if messages[0]["role"] == "system" %}
-    {%- set system_message = messages[0]["content"] %}
-    {%- set loop_messages = messages[1:] %}
-{%- else %}
-    {%- set loop_messages = messages %}
-{%- endif %}
-{%- if not tools is defined %}
-    {%- set tools = none %}
-{%- endif %}
-{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
-
-{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
-{%- set ns = namespace() %}
-{%- set ns.index = 0 %}
-{%- for message in loop_messages %}
-    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
-        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
-            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
-        {%- endif %}
-        {%- set ns.index = ns.index + 1 %}
-    {%- endif %}
-{%- endfor %}
-
-{{- bos_token }}
-{%- for message in loop_messages %}
-    {%- if message["role"] == "user" %}
-        {%- if tools is not none and (message == user_messages[-1]) %}
-            {{- "[AVAILABLE_TOOLS] [" }}
-            {%- for tool in tools %}
-                {%- set tool = tool.function %}
-                {{- '{"type": "function", "function": {' }}
-                {%- for key, val in tool.items() if key != "return" %}
-                    {%- if val is string %}
-                        {{- '"' + key + '": "' + val + '"' }}
-                    {%- else %}
-                        {{- '"' + key + '": ' + val|tojson }}
-                    {%- endif %}
-                    {%- if not loop.last %}
-                        {{- ", " }}
-                    {%- endif %}
-                {%- endfor %}
-                {{- "}}" }}
-                {%- if not loop.last %}
-                    {{- ", " }}
-                {%- else %}
-                    {{- "]" }}
-                {%- endif %}
-            {%- endfor %}
-            {{- "[/AVAILABLE_TOOLS]" }}
-            {%- endif %}
-        {%- if loop.last and system_message is defined %}
-            {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
-        {%- else %}
-            {{- "[INST] " + message["content"] + "[/INST]" }}
-        {%- endif %}
-    {%- elif message.tool_calls is defined and message.tool_calls is not none %}
-        {{- "[TOOL_CALLS] [" }}
-        {%- for tool_call in message.tool_calls %}
-            {%- set out = tool_call.function|tojson %}
-            {{- out[:-1] }}
-            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
-                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-            {%- endif %}
-            {{- ', "id": "' + tool_call.id + '"}' }}
-            {%- if not loop.last %}
-                {{- ", " }}
-            {%- else %}
-                {{- "]" + eos_token }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif message["role"] == "assistant" %}
-        {{- " " + message["content"]|trim + eos_token}}
-    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
-        {%- if message.content is defined and message.content.content is defined %}
-            {%- set content = message.content.content %}
-        {%- else %}
-            {%- set content = message.content %}
-        {%- endif %}
-        {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
-        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
-            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-        {%- endif %}
-        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
-    {%- else %}
-        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
-    {%- endif %}
-{%- endfor %}

cat_biopsy_type/README.md

@@ -1,207 +0,0 @@
----
-base_model: /scratchlocal/fiona.hak/2365405.pbsserver/Mistral-7B-Instruct-v0.3
-library_name: peft
-pipeline_tag: text-generation
-tags:
-- base_model:adapter:/scratchlocal/fiona.hak/2365405.pbsserver/Mistral-7B-Instruct-v0.3
-- lora
-- transformers
----
-
-# 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. -->
-
-
-
-- **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]
-### Framework versions
-
-- PEFT 0.17.1

cat_biopsy_type/chat_template.jinja

@@ -1,87 +0,0 @@
-{%- if messages[0]["role"] == "system" %}
-    {%- set system_message = messages[0]["content"] %}
-    {%- set loop_messages = messages[1:] %}
-{%- else %}
-    {%- set loop_messages = messages %}
-{%- endif %}
-{%- if not tools is defined %}
-    {%- set tools = none %}
-{%- endif %}
-{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
-
-{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
-{%- set ns = namespace() %}
-{%- set ns.index = 0 %}
-{%- for message in loop_messages %}
-    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
-        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
-            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
-        {%- endif %}
-        {%- set ns.index = ns.index + 1 %}
-    {%- endif %}
-{%- endfor %}
-
-{{- bos_token }}
-{%- for message in loop_messages %}
-    {%- if message["role"] == "user" %}
-        {%- if tools is not none and (message == user_messages[-1]) %}
-            {{- "[AVAILABLE_TOOLS] [" }}
-            {%- for tool in tools %}
-                {%- set tool = tool.function %}
-                {{- '{"type": "function", "function": {' }}
-                {%- for key, val in tool.items() if key != "return" %}
-                    {%- if val is string %}
-                        {{- '"' + key + '": "' + val + '"' }}
-                    {%- else %}
-                        {{- '"' + key + '": ' + val|tojson }}
-                    {%- endif %}
-                    {%- if not loop.last %}
-                        {{- ", " }}
-                    {%- endif %}
-                {%- endfor %}
-                {{- "}}" }}
-                {%- if not loop.last %}
-                    {{- ", " }}
-                {%- else %}
-                    {{- "]" }}
-                {%- endif %}
-            {%- endfor %}
-            {{- "[/AVAILABLE_TOOLS]" }}
-            {%- endif %}
-        {%- if loop.last and system_message is defined %}
-            {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
-        {%- else %}
-            {{- "[INST] " + message["content"] + "[/INST]" }}
-        {%- endif %}
-    {%- elif message.tool_calls is defined and message.tool_calls is not none %}
-        {{- "[TOOL_CALLS] [" }}
-        {%- for tool_call in message.tool_calls %}
-            {%- set out = tool_call.function|tojson %}
-            {{- out[:-1] }}
-            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
-                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-            {%- endif %}
-            {{- ', "id": "' + tool_call.id + '"}' }}
-            {%- if not loop.last %}
-                {{- ", " }}
-            {%- else %}
-                {{- "]" + eos_token }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif message["role"] == "assistant" %}
-        {{- " " + message["content"]|trim + eos_token}}
-    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
-        {%- if message.content is defined and message.content.content is defined %}
-            {%- set content = message.content.content %}
-        {%- else %}
-            {%- set content = message.content %}
-        {%- endif %}
-        {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
-        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
-            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-        {%- endif %}
-        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
-    {%- else %}
-        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
-    {%- endif %}
-{%- endfor %}

cat_disease/README.md

@@ -1,207 +0,0 @@
----
-base_model: /scratchlocal/fiona.hak/256445/Mistral-7B-Instruct-v0.3
-library_name: peft
-pipeline_tag: text-generation
-tags:
-- base_model:adapter:/scratchlocal/fiona.hak/256445/Mistral-7B-Instruct-v0.3
-- lora
-- transformers
----
-
-# 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. -->
-
-
-
-- **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]
-### Framework versions
-
-- PEFT 0.17.1

cat_disease/chat_template.jinja

@@ -1,87 +0,0 @@
-{%- if messages[0]["role"] == "system" %}
-    {%- set system_message = messages[0]["content"] %}
-    {%- set loop_messages = messages[1:] %}
-{%- else %}
-    {%- set loop_messages = messages %}
-{%- endif %}
-{%- if not tools is defined %}
-    {%- set tools = none %}
-{%- endif %}
-{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
-
-{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
-{%- set ns = namespace() %}
-{%- set ns.index = 0 %}
-{%- for message in loop_messages %}
-    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
-        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
-            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
-        {%- endif %}
-        {%- set ns.index = ns.index + 1 %}
-    {%- endif %}
-{%- endfor %}
-
-{{- bos_token }}
-{%- for message in loop_messages %}
-    {%- if message["role"] == "user" %}
-        {%- if tools is not none and (message == user_messages[-1]) %}
-            {{- "[AVAILABLE_TOOLS] [" }}
-            {%- for tool in tools %}
-                {%- set tool = tool.function %}
-                {{- '{"type": "function", "function": {' }}
-                {%- for key, val in tool.items() if key != "return" %}
-                    {%- if val is string %}
-                        {{- '"' + key + '": "' + val + '"' }}
-                    {%- else %}
-                        {{- '"' + key + '": ' + val|tojson }}
-                    {%- endif %}
-                    {%- if not loop.last %}
-                        {{- ", " }}
-                    {%- endif %}
-                {%- endfor %}
-                {{- "}}" }}
-                {%- if not loop.last %}
-                    {{- ", " }}
-                {%- else %}
-                    {{- "]" }}
-                {%- endif %}
-            {%- endfor %}
-            {{- "[/AVAILABLE_TOOLS]" }}
-            {%- endif %}
-        {%- if loop.last and system_message is defined %}
-            {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
-        {%- else %}
-            {{- "[INST] " + message["content"] + "[/INST]" }}
-        {%- endif %}
-    {%- elif message.tool_calls is defined and message.tool_calls is not none %}
-        {{- "[TOOL_CALLS] [" }}
-        {%- for tool_call in message.tool_calls %}
-            {%- set out = tool_call.function|tojson %}
-            {{- out[:-1] }}
-            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
-                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-            {%- endif %}
-            {{- ', "id": "' + tool_call.id + '"}' }}
-            {%- if not loop.last %}
-                {{- ", " }}
-            {%- else %}
-                {{- "]" + eos_token }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif message["role"] == "assistant" %}
-        {{- " " + message["content"]|trim + eos_token}}
-    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
-        {%- if message.content is defined and message.content.content is defined %}
-            {%- set content = message.content.content %}
-        {%- else %}
-            {%- set content = message.content %}
-        {%- endif %}
-        {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
-        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
-            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-        {%- endif %}
-        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
-    {%- else %}
-        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
-    {%- endif %}
-{%- endfor %}

cat_library_selection/README.md

@@ -1,207 +0,0 @@
----
-base_model: /scratchlocal/fiona.hak/265059/Mistral-7B-Instruct-v0.3
-library_name: peft
-pipeline_tag: text-generation
-tags:
-- base_model:adapter:/scratchlocal/fiona.hak/265059/Mistral-7B-Instruct-v0.3
-- lora
-- transformers
----
-
-# 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. -->
-
-
-
-- **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]
-### Framework versions
-
-- PEFT 0.17.1

cat_library_selection/chat_template.jinja

@@ -1,87 +0,0 @@
-{%- if messages[0]["role"] == "system" %}
-    {%- set system_message = messages[0]["content"] %}
-    {%- set loop_messages = messages[1:] %}
-{%- else %}
-    {%- set loop_messages = messages %}
-{%- endif %}
-{%- if not tools is defined %}
-    {%- set tools = none %}
-{%- endif %}
-{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
-
-{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
-{%- set ns = namespace() %}
-{%- set ns.index = 0 %}
-{%- for message in loop_messages %}
-    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
-        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
-            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
-        {%- endif %}
-        {%- set ns.index = ns.index + 1 %}
-    {%- endif %}
-{%- endfor %}
-
-{{- bos_token }}
-{%- for message in loop_messages %}
-    {%- if message["role"] == "user" %}
-        {%- if tools is not none and (message == user_messages[-1]) %}
-            {{- "[AVAILABLE_TOOLS] [" }}
-            {%- for tool in tools %}
-                {%- set tool = tool.function %}
-                {{- '{"type": "function", "function": {' }}
-                {%- for key, val in tool.items() if key != "return" %}
-                    {%- if val is string %}
-                        {{- '"' + key + '": "' + val + '"' }}
-                    {%- else %}
-                        {{- '"' + key + '": ' + val|tojson }}
-                    {%- endif %}
-                    {%- if not loop.last %}
-                        {{- ", " }}
-                    {%- endif %}
-                {%- endfor %}
-                {{- "}}" }}
-                {%- if not loop.last %}
-                    {{- ", " }}
-                {%- else %}
-                    {{- "]" }}
-                {%- endif %}
-            {%- endfor %}
-            {{- "[/AVAILABLE_TOOLS]" }}
-            {%- endif %}
-        {%- if loop.last and system_message is defined %}
-            {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
-        {%- else %}
-            {{- "[INST] " + message["content"] + "[/INST]" }}
-        {%- endif %}
-    {%- elif message.tool_calls is defined and message.tool_calls is not none %}
-        {{- "[TOOL_CALLS] [" }}
-        {%- for tool_call in message.tool_calls %}
-            {%- set out = tool_call.function|tojson %}
-            {{- out[:-1] }}
-            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
-                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-            {%- endif %}
-            {{- ', "id": "' + tool_call.id + '"}' }}
-            {%- if not loop.last %}
-                {{- ", " }}
-            {%- else %}
-                {{- "]" + eos_token }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif message["role"] == "assistant" %}
-        {{- " " + message["content"]|trim + eos_token}}
-    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
-        {%- if message.content is defined and message.content.content is defined %}
-            {%- set content = message.content.content %}
-        {%- else %}
-            {%- set content = message.content %}
-        {%- endif %}
-        {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
-        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
-            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-        {%- endif %}
-        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
-    {%- else %}
-        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
-    {%- endif %}
-{%- endfor %}

cat_localization/adapter_config.json

@@ -1,42 +0,0 @@
-{
-  "alpha_pattern": {},
-  "auto_mapping": null,
-  "base_model_name_or_path": "mistralai/Mistral-7B-Instruct-v0.3",
-  "bias": "none",
-  "corda_config": null,
-  "eva_config": null,
-  "exclude_modules": null,
-  "fan_in_fan_out": false,
-  "inference_mode": true,
-  "init_lora_weights": true,
-  "layer_replication": null,
-  "layers_pattern": null,
-  "layers_to_transform": null,
-  "loftq_config": {},
-  "lora_alpha": 32,
-  "lora_bias": false,
-  "lora_dropout": 0.2,
-  "megatron_config": null,
-  "megatron_core": "megatron.core",
-  "modules_to_save": null,
-  "peft_type": "LORA",
-  "qalora_group_size": 16,
-  "r": 16,
-  "rank_pattern": {},
-  "revision": null,
-  "target_modules": [
-    "v_proj",
-    "o_proj",
-    "q_proj",
-    "up_proj",
-    "gate_proj",
-    "k_proj",
-    "down_proj"
-  ],
-  "target_parameters": null,
-  "task_type": "CAUSAL_LM",
-  "trainable_token_indices": null,
-  "use_dora": false,
-  "use_qalora": false,
-  "use_rslora": false
-}

cat_localization/adapter_model.safetensors

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:7e1e94af9f1451c6e60b090fa4c0eb7c5955d3a0657d95d94366c4d2e1d1431d
-size 704719768

cat_localization/added_tokens.json

@@ -1,3 +0,0 @@
-{
-  "<pad>": 32768
-}

cat_localization/special_tokens_map.json

@@ -1,24 +0,0 @@
-{
-  "bos_token": {
-    "content": "<s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "eos_token": {
-    "content": "</s>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  },
-  "pad_token": "<pad>",
-  "unk_token": {
-    "content": "<unk>",
-    "lstrip": false,
-    "normalized": false,
-    "rstrip": false,
-    "single_word": false
-  }
-}

cat_localization/tokenizer.json

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:e204913cc8864c6257b59931ee40cf4f8f427be655d0821bed8c4b61f041507a
-size 3672248

cat_localization/tokenizer.model

@@ -1,3 +0,0 @@
-version https://git-lfs.github.com/spec/v1
-oid sha256:37f00374dea48658ee8f5d0f21895b9bc55cb0103939607c8185bfd1c6ca1f89
-size 587404

cat_organ/README.md

@@ -1,207 +0,0 @@
----
-base_model: /scratchlocal/fiona.hak/2365197.pbsserver/Mistral-7B-Instruct-v0.3
-library_name: peft
-pipeline_tag: text-generation
-tags:
-- base_model:adapter:/scratchlocal/fiona.hak/2365197.pbsserver/Mistral-7B-Instruct-v0.3
-- lora
-- transformers
----
-
-# 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. -->
-
-
-
-- **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]
-### Framework versions
-
-- PEFT 0.17.1

cat_organ/chat_template.jinja

@@ -1,87 +0,0 @@
-{%- if messages[0]["role"] == "system" %}
-    {%- set system_message = messages[0]["content"] %}
-    {%- set loop_messages = messages[1:] %}
-{%- else %}
-    {%- set loop_messages = messages %}
-{%- endif %}
-{%- if not tools is defined %}
-    {%- set tools = none %}
-{%- endif %}
-{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
-
-{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
-{%- set ns = namespace() %}
-{%- set ns.index = 0 %}
-{%- for message in loop_messages %}
-    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
-        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
-            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
-        {%- endif %}
-        {%- set ns.index = ns.index + 1 %}
-    {%- endif %}
-{%- endfor %}
-
-{{- bos_token }}
-{%- for message in loop_messages %}
-    {%- if message["role"] == "user" %}
-        {%- if tools is not none and (message == user_messages[-1]) %}
-            {{- "[AVAILABLE_TOOLS] [" }}
-            {%- for tool in tools %}
-                {%- set tool = tool.function %}
-                {{- '{"type": "function", "function": {' }}
-                {%- for key, val in tool.items() if key != "return" %}
-                    {%- if val is string %}
-                        {{- '"' + key + '": "' + val + '"' }}
-                    {%- else %}
-                        {{- '"' + key + '": ' + val|tojson }}
-                    {%- endif %}
-                    {%- if not loop.last %}
-                        {{- ", " }}
-                    {%- endif %}
-                {%- endfor %}
-                {{- "}}" }}
-                {%- if not loop.last %}
-                    {{- ", " }}
-                {%- else %}
-                    {{- "]" }}
-                {%- endif %}
-            {%- endfor %}
-            {{- "[/AVAILABLE_TOOLS]" }}
-            {%- endif %}
-        {%- if loop.last and system_message is defined %}
-            {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
-        {%- else %}
-            {{- "[INST] " + message["content"] + "[/INST]" }}
-        {%- endif %}
-    {%- elif message.tool_calls is defined and message.tool_calls is not none %}
-        {{- "[TOOL_CALLS] [" }}
-        {%- for tool_call in message.tool_calls %}
-            {%- set out = tool_call.function|tojson %}
-            {{- out[:-1] }}
-            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
-                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-            {%- endif %}
-            {{- ', "id": "' + tool_call.id + '"}' }}
-            {%- if not loop.last %}
-                {{- ", " }}
-            {%- else %}
-                {{- "]" + eos_token }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif message["role"] == "assistant" %}
-        {{- " " + message["content"]|trim + eos_token}}
-    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
-        {%- if message.content is defined and message.content.content is defined %}
-            {%- set content = message.content.content %}
-        {%- else %}
-            {%- set content = message.content %}
-        {%- endif %}
-        {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
-        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
-            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-        {%- endif %}
-        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
-    {%- else %}
-        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
-    {%- endif %}
-{%- endfor %}

cat_sequencing_source/README.md

@@ -1,207 +0,0 @@
----
-base_model: /scratchlocal/fiona.hak/2363519.pbsserver/Mistral-7B-Instruct-v0.3
-library_name: peft
-pipeline_tag: text-generation
-tags:
-- base_model:adapter:/scratchlocal/fiona.hak/2363519.pbsserver/Mistral-7B-Instruct-v0.3
-- lora
-- transformers
----
-
-# 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. -->
-
-
-
-- **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]
-### Framework versions
-
-- PEFT 0.17.1

cat_sequencing_source/chat_template.jinja

@@ -1,87 +0,0 @@
-{%- if messages[0]["role"] == "system" %}
-    {%- set system_message = messages[0]["content"] %}
-    {%- set loop_messages = messages[1:] %}
-{%- else %}
-    {%- set loop_messages = messages %}
-{%- endif %}
-{%- if not tools is defined %}
-    {%- set tools = none %}
-{%- endif %}
-{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
-
-{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
-{%- set ns = namespace() %}
-{%- set ns.index = 0 %}
-{%- for message in loop_messages %}
-    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
-        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
-            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
-        {%- endif %}
-        {%- set ns.index = ns.index + 1 %}
-    {%- endif %}
-{%- endfor %}
-
-{{- bos_token }}
-{%- for message in loop_messages %}
-    {%- if message["role"] == "user" %}
-        {%- if tools is not none and (message == user_messages[-1]) %}
-            {{- "[AVAILABLE_TOOLS] [" }}
-            {%- for tool in tools %}
-                {%- set tool = tool.function %}
-                {{- '{"type": "function", "function": {' }}
-                {%- for key, val in tool.items() if key != "return" %}
-                    {%- if val is string %}
-                        {{- '"' + key + '": "' + val + '"' }}
-                    {%- else %}
-                        {{- '"' + key + '": ' + val|tojson }}
-                    {%- endif %}
-                    {%- if not loop.last %}
-                        {{- ", " }}
-                    {%- endif %}
-                {%- endfor %}
-                {{- "}}" }}
-                {%- if not loop.last %}
-                    {{- ", " }}
-                {%- else %}
-                    {{- "]" }}
-                {%- endif %}
-            {%- endfor %}
-            {{- "[/AVAILABLE_TOOLS]" }}
-            {%- endif %}
-        {%- if loop.last and system_message is defined %}
-            {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
-        {%- else %}
-            {{- "[INST] " + message["content"] + "[/INST]" }}
-        {%- endif %}
-    {%- elif message.tool_calls is defined and message.tool_calls is not none %}
-        {{- "[TOOL_CALLS] [" }}
-        {%- for tool_call in message.tool_calls %}
-            {%- set out = tool_call.function|tojson %}
-            {{- out[:-1] }}
-            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
-                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-            {%- endif %}
-            {{- ', "id": "' + tool_call.id + '"}' }}
-            {%- if not loop.last %}
-                {{- ", " }}
-            {%- else %}
-                {{- "]" + eos_token }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif message["role"] == "assistant" %}
-        {{- " " + message["content"]|trim + eos_token}}
-    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
-        {%- if message.content is defined and message.content.content is defined %}
-            {%- set content = message.content.content %}
-        {%- else %}
-            {%- set content = message.content %}
-        {%- endif %}
-        {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
-        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
-            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-        {%- endif %}
-        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
-    {%- else %}
-        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
-    {%- endif %}
-{%- endfor %}

cat_sex/README.md

@@ -1,207 +0,0 @@
----
-base_model: /scratchlocal/fiona.hak/2365368.pbsserver/Mistral-7B-Instruct-v0.3
-library_name: peft
-pipeline_tag: text-generation
-tags:
-- base_model:adapter:/scratchlocal/fiona.hak/2365368.pbsserver/Mistral-7B-Instruct-v0.3
-- lora
-- transformers
----
-
-# 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. -->
-
-
-
-- **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
-
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-### Framework versions
-
-- PEFT 0.17.1

cat_sex/chat_template.jinja

@@ -1,87 +0,0 @@
-{%- if messages[0]["role"] == "system" %}
-    {%- set system_message = messages[0]["content"] %}
-    {%- set loop_messages = messages[1:] %}
-{%- else %}
-    {%- set loop_messages = messages %}
-{%- endif %}
-{%- if not tools is defined %}
-    {%- set tools = none %}
-{%- endif %}
-{%- set user_messages = loop_messages | selectattr("role", "equalto", "user") | list %}
-
-{#- This block checks for alternating user/assistant messages, skipping tool calling messages #}
-{%- set ns = namespace() %}
-{%- set ns.index = 0 %}
-{%- for message in loop_messages %}
-    {%- if not (message.role == "tool" or message.role == "tool_results" or (message.tool_calls is defined and message.tool_calls is not none)) %}
-        {%- if (message["role"] == "user") != (ns.index % 2 == 0) %}
-            {{- raise_exception("After the optional system message, conversation roles must alternate user/assistant/user/assistant/...") }}
-        {%- endif %}
-        {%- set ns.index = ns.index + 1 %}
-    {%- endif %}
-{%- endfor %}
-
-{{- bos_token }}
-{%- for message in loop_messages %}
-    {%- if message["role"] == "user" %}
-        {%- if tools is not none and (message == user_messages[-1]) %}
-            {{- "[AVAILABLE_TOOLS] [" }}
-            {%- for tool in tools %}
-                {%- set tool = tool.function %}
-                {{- '{"type": "function", "function": {' }}
-                {%- for key, val in tool.items() if key != "return" %}
-                    {%- if val is string %}
-                        {{- '"' + key + '": "' + val + '"' }}
-                    {%- else %}
-                        {{- '"' + key + '": ' + val|tojson }}
-                    {%- endif %}
-                    {%- if not loop.last %}
-                        {{- ", " }}
-                    {%- endif %}
-                {%- endfor %}
-                {{- "}}" }}
-                {%- if not loop.last %}
-                    {{- ", " }}
-                {%- else %}
-                    {{- "]" }}
-                {%- endif %}
-            {%- endfor %}
-            {{- "[/AVAILABLE_TOOLS]" }}
-            {%- endif %}
-        {%- if loop.last and system_message is defined %}
-            {{- "[INST] " + system_message + "\n\n" + message["content"] + "[/INST]" }}
-        {%- else %}
-            {{- "[INST] " + message["content"] + "[/INST]" }}
-        {%- endif %}
-    {%- elif message.tool_calls is defined and message.tool_calls is not none %}
-        {{- "[TOOL_CALLS] [" }}
-        {%- for tool_call in message.tool_calls %}
-            {%- set out = tool_call.function|tojson %}
-            {{- out[:-1] }}
-            {%- if not tool_call.id is defined or tool_call.id|length != 9 %}
-                {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-            {%- endif %}
-            {{- ', "id": "' + tool_call.id + '"}' }}
-            {%- if not loop.last %}
-                {{- ", " }}
-            {%- else %}
-                {{- "]" + eos_token }}
-            {%- endif %}
-        {%- endfor %}
-    {%- elif message["role"] == "assistant" %}
-        {{- " " + message["content"]|trim + eos_token}}
-    {%- elif message["role"] == "tool_results" or message["role"] == "tool" %}
-        {%- if message.content is defined and message.content.content is defined %}
-            {%- set content = message.content.content %}
-        {%- else %}
-            {%- set content = message.content %}
-        {%- endif %}
-        {{- '[TOOL_RESULTS] {"content": ' + content|string + ", " }}
-        {%- if not message.tool_call_id is defined or message.tool_call_id|length != 9 %}
-            {{- raise_exception("Tool call IDs should be alphanumeric strings with length 9!") }}
-        {%- endif %}
-        {{- '"call_id": "' + message.tool_call_id + '"}[/TOOL_RESULTS]' }}
-    {%- else %}
-        {{- raise_exception("Only user and assistant roles are supported, with the exception of an initial optional system message!") }}
-    {%- endif %}
-{%- endfor %}